customer_support_chatbot.ipynb

{
 "nbformat": 4,
 "nbformat_minor": 0,
 "metadata": {
  "colab": {
   "provenance": [],
   "gpuType": "T4"
  },
  "kernelspec": {
   "name": "python3",
   "display_name": "Python 3"
  },
  "language_info": {
   "name": "python"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "98b5bf036b4f4140addf0467227d66b0": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_5fdfbc263d7a4c66a7747a641df1bae9",
       "IPY_MODEL_2b5afd12839a4918931c3d6e04fdb0cd",
       "IPY_MODEL_c150ef3e623c4576a6b35d88190831c6"
      ],
      "layout": "IPY_MODEL_09d63554d64040e6a4cd11aef1c17b10"
     }
    },
    "5fdfbc263d7a4c66a7747a641df1bae9": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_37b193f25e0a449eb0f2806baa4a3d4e",
      "placeholder": "​",
      "style": "IPY_MODEL_ec043aefc18647d78b4b21482af22566",
      "value": "Downloading (…)okenizer_config.json: 100%"
     }
    },
    "2b5afd12839a4918931c3d6e04fdb0cd": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_aebcc4f6494d45208a8b1f099109b53d",
      "max": 727,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_a70ec2b6c6bc4733957d5620e6bd75a8",
      "value": 727
     }
    },
    "c150ef3e623c4576a6b35d88190831c6": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_aff378d6ed8249719dec6da4b8fe2540",
      "placeholder": "​",
      "style": "IPY_MODEL_bf24f90848c54b5d8643e9bcac123c2c",
      "value": " 727/727 [00:00&lt;00:00, 37.3kB/s]"
     }
    },
    "09d63554d64040e6a4cd11aef1c17b10": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "37b193f25e0a449eb0f2806baa4a3d4e": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ec043aefc18647d78b4b21482af22566": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "aebcc4f6494d45208a8b1f099109b53d": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "a70ec2b6c6bc4733957d5620e6bd75a8": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "aff378d6ed8249719dec6da4b8fe2540": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "bf24f90848c54b5d8643e9bcac123c2c": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "c9237bdc488d4f658bc50b9f873de43b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_0a90720dbb424bab861c93b6fcb4436b",
       "IPY_MODEL_004a0ba888ef4b2c87362d16efa66368",
       "IPY_MODEL_a2a7bdf008044f0a8440d7d735139edc"
      ],
      "layout": "IPY_MODEL_72fa391ddf08433c9f6b374d2ab6cbe5"
     }
    },
    "0a90720dbb424bab861c93b6fcb4436b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_bf3b62c910e14a689579ed7aff816209",
      "placeholder": "​",
      "style": "IPY_MODEL_c94585d1a7364e9dbbb2bb119dd1b348",
      "value": "Downloading tokenizer.model: 100%"
     }
    },
    "004a0ba888ef4b2c87362d16efa66368": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_fca5a1c10d9d42e9a429eadd6b6beb94",
      "max": 499723,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_5a68280aa1524dea9cabfcda64055626",
      "value": 499723
     }
    },
    "a2a7bdf008044f0a8440d7d735139edc": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_def6d49e39c94b8c9efb8bff0182aefb",
      "placeholder": "​",
      "style": "IPY_MODEL_e5b0880861a2475a8708cab6e604661c",
      "value": " 500k/500k [00:00&lt;00:00, 19.0MB/s]"
     }
    },
    "72fa391ddf08433c9f6b374d2ab6cbe5": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "bf3b62c910e14a689579ed7aff816209": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "c94585d1a7364e9dbbb2bb119dd1b348": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "fca5a1c10d9d42e9a429eadd6b6beb94": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5a68280aa1524dea9cabfcda64055626": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "def6d49e39c94b8c9efb8bff0182aefb": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e5b0880861a2475a8708cab6e604661c": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "3c05a62621ea4f329f786d62d1f9c6d9": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_fc0b87a35c96446aab4c31ab3db0662b",
       "IPY_MODEL_75563f83523b47ad86c3ea82a6b37b6a",
       "IPY_MODEL_022ad4386b8046b591739874b14aa0c7"
      ],
      "layout": "IPY_MODEL_c9b84a5ece0a45c0b0238ae855f45788"
     }
    },
    "fc0b87a35c96446aab4c31ab3db0662b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_2c55201c3dbb401ba38397a5da51d261",
      "placeholder": "​",
      "style": "IPY_MODEL_2e150fd027e5492d91e52e75ab0f2b65",
      "value": "Downloading (…)/main/tokenizer.json: 100%"
     }
    },
    "75563f83523b47ad86c3ea82a6b37b6a": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_9f3a57c325cd4a3fb730f8c5f5b61ac4",
      "max": 1842945,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_2343965c83944bd68fd99798176bc834",
      "value": 1842945
     }
    },
    "022ad4386b8046b591739874b14aa0c7": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_a8b3da3ca9f34be6a2acc1942b76b4cd",
      "placeholder": "​",
      "style": "IPY_MODEL_0fead1d09a864309aa73b5bd01edc66e",
      "value": " 1.84M/1.84M [00:01&lt;00:00, 1.68MB/s]"
     }
    },
    "c9b84a5ece0a45c0b0238ae855f45788": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2c55201c3dbb401ba38397a5da51d261": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2e150fd027e5492d91e52e75ab0f2b65": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "9f3a57c325cd4a3fb730f8c5f5b61ac4": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2343965c83944bd68fd99798176bc834": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "a8b3da3ca9f34be6a2acc1942b76b4cd": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "0fead1d09a864309aa73b5bd01edc66e": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "fe1305b5387a43cc8458b9017ee7b4d2": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_c1dee6d1157a49d49302bea22491f611",
       "IPY_MODEL_425cc040742544459f979cdf30dc5b6f",
       "IPY_MODEL_a82b95c2570d4dfbb587d1ec4c555a3b"
      ],
      "layout": "IPY_MODEL_739ff034ffdd463ca1025ff727dd42ec"
     }
    },
    "c1dee6d1157a49d49302bea22491f611": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_46d8db79a2be442d810a966355c0da5e",
      "placeholder": "​",
      "style": "IPY_MODEL_fb7cb92a4df5402b9e509eef333073a9",
      "value": "Downloading (…)in/added_tokens.json: 100%"
     }
    },
    "425cc040742544459f979cdf30dc5b6f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ce7de43638c64180b6d38a88fd3bf54a",
      "max": 21,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_c257fe36280c42e297c2ef54e94a0e62",
      "value": 21
     }
    },
    "a82b95c2570d4dfbb587d1ec4c555a3b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ff669532892946699b96688897004f2b",
      "placeholder": "​",
      "style": "IPY_MODEL_959a267d610e4db6ae4fabb24c9e7cee",
      "value": " 21.0/21.0 [00:00&lt;00:00, 1.17kB/s]"
     }
    },
    "739ff034ffdd463ca1025ff727dd42ec": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "46d8db79a2be442d810a966355c0da5e": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "fb7cb92a4df5402b9e509eef333073a9": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "ce7de43638c64180b6d38a88fd3bf54a": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "c257fe36280c42e297c2ef54e94a0e62": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "ff669532892946699b96688897004f2b": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "959a267d610e4db6ae4fabb24c9e7cee": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "0237cada4bf14d06ad3db3d06b9f85eb": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_7f9d15654d8f47c29ed63e8ef2b54a63",
       "IPY_MODEL_df7ea3a180984cb2b2e0ec15abeeb2c5",
       "IPY_MODEL_6ce56e9d493f4775b601fdf1508f1201"
      ],
      "layout": "IPY_MODEL_5fd6e5792d014ce69eb3c2402e366238"
     }
    },
    "7f9d15654d8f47c29ed63e8ef2b54a63": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_25d7b47ec5a647d39ddc2ff0aac7dfa6",
      "placeholder": "​",
      "style": "IPY_MODEL_5e45e8fc21ba4879a7ba14433109b308",
      "value": "Downloading (…)cial_tokens_map.json: 100%"
     }
    },
    "df7ea3a180984cb2b2e0ec15abeeb2c5": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_078e9041619d4c1e81a70fadea3a8ea4",
      "max": 435,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_38b0a4f05da9456395b47a10760090e4",
      "value": 435
     }
    },
    "6ce56e9d493f4775b601fdf1508f1201": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_edfbf182f841401a8ec03a359e1fa602",
      "placeholder": "​",
      "style": "IPY_MODEL_cbadd4fd796245169822b7a6df41ae6b",
      "value": " 435/435 [00:00&lt;00:00, 33.1kB/s]"
     }
    },
    "5fd6e5792d014ce69eb3c2402e366238": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "25d7b47ec5a647d39ddc2ff0aac7dfa6": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5e45e8fc21ba4879a7ba14433109b308": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "078e9041619d4c1e81a70fadea3a8ea4": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "38b0a4f05da9456395b47a10760090e4": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "edfbf182f841401a8ec03a359e1fa602": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "cbadd4fd796245169822b7a6df41ae6b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "c8fa5fc4267c47b2a40864ab203f511e": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_0035b1dad7fc4018b6225797300309e1",
       "IPY_MODEL_29396f6be8f647d49d71bc2ce0fc8194",
       "IPY_MODEL_81fc0b61f3ca4d2088f22ac87745bca6"
      ],
      "layout": "IPY_MODEL_a1ec0e8999b545a6b8e407c53c322160"
     }
    },
    "0035b1dad7fc4018b6225797300309e1": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_1178d71ce08e480daaa450c833770f6e",
      "placeholder": "​",
      "style": "IPY_MODEL_e8846e305d75449d9d5a05cfb80de69e",
      "value": "Downloading (…)lve/main/config.json: 100%"
     }
    },
    "29396f6be8f647d49d71bc2ce0fc8194": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_9f43cf3ed45a413e9655964250f0a028",
      "max": 606,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_6391f5db0dbb4c4da4256a70d6724983",
      "value": 606
     }
    },
    "81fc0b61f3ca4d2088f22ac87745bca6": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_a4d245256bf0429bb27d8693e2affd0a",
      "placeholder": "​",
      "style": "IPY_MODEL_eca0416fc0ff4d548e6847bd464cccd2",
      "value": " 606/606 [00:00&lt;00:00, 39.8kB/s]"
     }
    },
    "a1ec0e8999b545a6b8e407c53c322160": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "1178d71ce08e480daaa450c833770f6e": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e8846e305d75449d9d5a05cfb80de69e": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "9f43cf3ed45a413e9655964250f0a028": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "6391f5db0dbb4c4da4256a70d6724983": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "a4d245256bf0429bb27d8693e2affd0a": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "eca0416fc0ff4d548e6847bd464cccd2": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "84da7ccae6f3444fb2fa9f3a07946acb": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_e791b1be41fd4d18aafaedf7e391a7fa",
       "IPY_MODEL_074db724f6824db48681d9f9721c3279",
       "IPY_MODEL_2428fa7764bf4c43b558563041561d64"
      ],
      "layout": "IPY_MODEL_61d6e030be4347c58ca47e625116ef9c"
     }
    },
    "e791b1be41fd4d18aafaedf7e391a7fa": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_6eac550285c5485897abd3c5ebc6cb72",
      "placeholder": "​",
      "style": "IPY_MODEL_193bf2113b44449c9dafa8af7805bec2",
      "value": "Downloading (…)quantize_config.json: 100%"
     }
    },
    "074db724f6824db48681d9f9721c3279": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_c70208f464bf4c95b9ea2499c6125665",
      "max": 135,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_1f5fe7b08bb141c8a49c917567d039fb",
      "value": 135
     }
    },
    "2428fa7764bf4c43b558563041561d64": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_786e90c918e74ac2b67a3aa08d9731f9",
      "placeholder": "​",
      "style": "IPY_MODEL_a174c0707f274008855ae7b148fe30ce",
      "value": " 135/135 [00:00&lt;00:00, 10.3kB/s]"
     }
    },
    "61d6e030be4347c58ca47e625116ef9c": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "6eac550285c5485897abd3c5ebc6cb72": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "193bf2113b44449c9dafa8af7805bec2": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "c70208f464bf4c95b9ea2499c6125665": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "1f5fe7b08bb141c8a49c917567d039fb": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "786e90c918e74ac2b67a3aa08d9731f9": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "a174c0707f274008855ae7b148fe30ce": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "30b219b0f1e44595bd388f69b96e2ec5": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_8a3fdfa5c19f405aa76b52cbffb8e723",
       "IPY_MODEL_cc902ab8d3e8463cbb7c6470aef562f9",
       "IPY_MODEL_dc36ef2e93124b338e168ae70dda838d"
      ],
      "layout": "IPY_MODEL_dba9fb5d067a472ca71f373a969b2082"
     }
    },
    "8a3fdfa5c19f405aa76b52cbffb8e723": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ab9af48d7e5745c99ccad5a567af7e8b",
      "placeholder": "​",
      "style": "IPY_MODEL_da86fcbbb7aa4d28bbea339d71676ddd",
      "value": "Downloading (…)ct.order.safetensors: 100%"
     }
    },
    "cc902ab8d3e8463cbb7c6470aef562f9": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_d0dd3a9942974605ada34077ba51ebe8",
      "max": 7454817720,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_5ab8043d94a24ef2baec10b097f2bd4f",
      "value": 7454817720
     }
    },
    "dc36ef2e93124b338e168ae70dda838d": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_b3d0e0ff796d40c2a593a5bd9f3a9342",
      "placeholder": "​",
      "style": "IPY_MODEL_cce780667f7f4bb2a3f7a393575218fa",
      "value": " 7.45G/7.45G [00:37&lt;00:00, 164MB/s]"
     }
    },
    "dba9fb5d067a472ca71f373a969b2082": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ab9af48d7e5745c99ccad5a567af7e8b": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "da86fcbbb7aa4d28bbea339d71676ddd": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "d0dd3a9942974605ada34077ba51ebe8": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5ab8043d94a24ef2baec10b097f2bd4f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "b3d0e0ff796d40c2a593a5bd9f3a9342": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "cce780667f7f4bb2a3f7a393575218fa": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "fa2f2e536d88472293241201c9ce3905": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_2560dd1d33484bc2a8a132b4d3a8a54e",
       "IPY_MODEL_6643e8d51fca4101b8ee16bcdda9d2f9",
       "IPY_MODEL_7546d6c5d2cb438e94a2c392b0a40439"
      ],
      "layout": "IPY_MODEL_249c05516cfe479085756c5adfdd4c8b"
     }
    },
    "2560dd1d33484bc2a8a132b4d3a8a54e": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_2123ca0673ee4cdf85ab6a5c8f031ae2",
      "placeholder": "​",
      "style": "IPY_MODEL_9fbc404992ef4c00b61022ed207b5c86",
      "value": "Downloading (…)neration_config.json: 100%"
     }
    },
    "6643e8d51fca4101b8ee16bcdda9d2f9": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_dd85d3c3d7614047b6f1022dc3c1bc72",
      "max": 141,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_3829198e44964c8a9c6cfd4afafa0505",
      "value": 141
     }
    },
    "7546d6c5d2cb438e94a2c392b0a40439": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_697580b2af464f08bdd4a371ca061204",
      "placeholder": "​",
      "style": "IPY_MODEL_6d4769a39fe94eb88bed0b3c5326a716",
      "value": " 141/141 [00:00&lt;00:00, 9.83kB/s]"
     }
    },
    "249c05516cfe479085756c5adfdd4c8b": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2123ca0673ee4cdf85ab6a5c8f031ae2": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "9fbc404992ef4c00b61022ed207b5c86": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "dd85d3c3d7614047b6f1022dc3c1bc72": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "3829198e44964c8a9c6cfd4afafa0505": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "697580b2af464f08bdd4a371ca061204": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "6d4769a39fe94eb88bed0b3c5326a716": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "edbf26f89be9409eb359775816af175b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_22e8cc75826d45908389ac98d21a28d0",
       "IPY_MODEL_a6763553442e42dda826e93fa2c36313",
       "IPY_MODEL_48de6fae0c66488db0cb857eb3a82bd7"
      ],
      "layout": "IPY_MODEL_d978ebf15b534839b5ff6961ec1f3a32"
     }
    },
    "22e8cc75826d45908389ac98d21a28d0": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_10740ba5fd0d4d9595c662a817085e26",
      "placeholder": "​",
      "style": "IPY_MODEL_c43f5cc1b6184824a230d6265c261551",
      "value": "Downloading (…)b6393/.gitattributes: 100%"
     }
    },
    "a6763553442e42dda826e93fa2c36313": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_f0afdd9f58754813a40d101bb81f1e63",
      "max": 1582,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_6f30e9a361694c048e12c96864fd0f77",
      "value": 1582
     }
    },
    "48de6fae0c66488db0cb857eb3a82bd7": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_372cdf00e2854a04ab6138682db41c93",
      "placeholder": "​",
      "style": "IPY_MODEL_fffcf20576b84c4ebfc5eecde56cf547",
      "value": " 1.58k/1.58k [00:00&lt;00:00, 122kB/s]"
     }
    },
    "d978ebf15b534839b5ff6961ec1f3a32": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "10740ba5fd0d4d9595c662a817085e26": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "c43f5cc1b6184824a230d6265c261551": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "f0afdd9f58754813a40d101bb81f1e63": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "6f30e9a361694c048e12c96864fd0f77": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "372cdf00e2854a04ab6138682db41c93": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "fffcf20576b84c4ebfc5eecde56cf547": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "9e6a1f4b49984e048476c58f0c0ba870": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_aa413e5f287c4027929b2fcab364c9a7",
       "IPY_MODEL_301df486fcb347baa3f535dda07b9d7b",
       "IPY_MODEL_58579a90a9ae48259700c4dac61d9ff8"
      ],
      "layout": "IPY_MODEL_2b8f6f7f8ae0479597e88ebd78fd9da1"
     }
    },
    "aa413e5f287c4027929b2fcab364c9a7": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_eb1d709471594d81ba6216b6b6cc58a0",
      "placeholder": "​",
      "style": "IPY_MODEL_3a6236011c8e467a8485d1fe93a8a040",
      "value": "Downloading (…)_Pooling/config.json: 100%"
     }
    },
    "301df486fcb347baa3f535dda07b9d7b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_e4542dba553a46fc9b2c351ff80c4e5b",
      "max": 190,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_59b32f738dee4a88aecd80456ae9db3c",
      "value": 190
     }
    },
    "58579a90a9ae48259700c4dac61d9ff8": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_7d64656571204c2cb8c3a53f2d5ebece",
      "placeholder": "​",
      "style": "IPY_MODEL_54bbaedf837947fa9a89581e20614263",
      "value": " 190/190 [00:00&lt;00:00, 11.6kB/s]"
     }
    },
    "2b8f6f7f8ae0479597e88ebd78fd9da1": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "eb1d709471594d81ba6216b6b6cc58a0": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "3a6236011c8e467a8485d1fe93a8a040": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "e4542dba553a46fc9b2c351ff80c4e5b": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "59b32f738dee4a88aecd80456ae9db3c": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "7d64656571204c2cb8c3a53f2d5ebece": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "54bbaedf837947fa9a89581e20614263": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "0d5074d4020a4dc7a800dd898e51feb1": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_a0e96b0f1abf40c9bfa40bc58e9b1f48",
       "IPY_MODEL_76597d68ba2649ea98728e0de969b6d6",
       "IPY_MODEL_4ddd0b46dff2484e9bbc93df3915b1a3"
      ],
      "layout": "IPY_MODEL_1464d1607e9a48a0aae55cc68cf80201"
     }
    },
    "a0e96b0f1abf40c9bfa40bc58e9b1f48": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ffa3d88f258a44849a17d04d43169684",
      "placeholder": "​",
      "style": "IPY_MODEL_f2a096d6d67d419ab66ea890fc3a902d",
      "value": "Downloading (…)ed1c1b6393/README.md: 100%"
     }
    },
    "76597d68ba2649ea98728e0de969b6d6": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_8699cf25f2ca44438058b42d2ca7692c",
      "max": 5794,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_488a662d22674dd1aa47d98c0cf2204f",
      "value": 5794
     }
    },
    "4ddd0b46dff2484e9bbc93df3915b1a3": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_486789001b4e4a299a29bb2750021281",
      "placeholder": "​",
      "style": "IPY_MODEL_8a80fb02116342058f66a0dd4fef75e8",
      "value": " 5.79k/5.79k [00:00&lt;00:00, 398kB/s]"
     }
    },
    "1464d1607e9a48a0aae55cc68cf80201": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ffa3d88f258a44849a17d04d43169684": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "f2a096d6d67d419ab66ea890fc3a902d": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "8699cf25f2ca44438058b42d2ca7692c": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "488a662d22674dd1aa47d98c0cf2204f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "486789001b4e4a299a29bb2750021281": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "8a80fb02116342058f66a0dd4fef75e8": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "20f6ecc4ac21419d904a9bb16fea86f0": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_4515231fdbca40629be6ceb73655674f",
       "IPY_MODEL_d5cad867b0dd4c5298ce036c4733914d",
       "IPY_MODEL_483235f6a6c84cc8ac8628b6128ff3ee"
      ],
      "layout": "IPY_MODEL_faa34cf8681e481ba9070672fb405f45"
     }
    },
    "4515231fdbca40629be6ceb73655674f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_9e4e41608a4c44058602ab05af1afb88",
      "placeholder": "​",
      "style": "IPY_MODEL_70357057d7c4450aac5c38cea0843bd5",
      "value": "Downloading (…)1c1b6393/config.json: 100%"
     }
    },
    "d5cad867b0dd4c5298ce036c4733914d": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_60e17e7456434378a4b1dd8e1bad34bd",
      "max": 714,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_6f99babbd77643d8a48cdafa19a88c9e",
      "value": 714
     }
    },
    "483235f6a6c84cc8ac8628b6128ff3ee": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_b16075a4ad9c4dfd81a129224af44bff",
      "placeholder": "​",
      "style": "IPY_MODEL_bbbaed817d4743db8f898e70a1a444c7",
      "value": " 714/714 [00:00&lt;00:00, 36.8kB/s]"
     }
    },
    "faa34cf8681e481ba9070672fb405f45": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "9e4e41608a4c44058602ab05af1afb88": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "70357057d7c4450aac5c38cea0843bd5": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "60e17e7456434378a4b1dd8e1bad34bd": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "6f99babbd77643d8a48cdafa19a88c9e": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "b16075a4ad9c4dfd81a129224af44bff": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "bbbaed817d4743db8f898e70a1a444c7": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "8912751f58444a21b068a7ec36947819": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_ee769b4ff19c4872865a491e83a6a154",
       "IPY_MODEL_15daf25c00464a36a31d77d4d193e403",
       "IPY_MODEL_48ce00a1a778478f98fbfdb13c63dc66"
      ],
      "layout": "IPY_MODEL_b0dda712711543338b6fc0c240c3ff1e"
     }
    },
    "ee769b4ff19c4872865a491e83a6a154": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_1a2f55bf19474976969c2381228cf6a7",
      "placeholder": "​",
      "style": "IPY_MODEL_5fe0978b66fa46948e3634c4fa3fc786",
      "value": "Downloading (…)ce_transformers.json: 100%"
     }
    },
    "15daf25c00464a36a31d77d4d193e403": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_1990c9cd652d44929b43fc31e77e8cfb",
      "max": 123,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_e34e5dbb026045469a03d67852d6c1ac",
      "value": 123
     }
    },
    "48ce00a1a778478f98fbfdb13c63dc66": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_b6fad66b49bf45298f32c088c2aab9e1",
      "placeholder": "​",
      "style": "IPY_MODEL_4042200d0e324f39b1e6262ee2817c41",
      "value": " 123/123 [00:00&lt;00:00, 5.38kB/s]"
     }
    },
    "b0dda712711543338b6fc0c240c3ff1e": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "1a2f55bf19474976969c2381228cf6a7": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5fe0978b66fa46948e3634c4fa3fc786": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "1990c9cd652d44929b43fc31e77e8cfb": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e34e5dbb026045469a03d67852d6c1ac": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "b6fad66b49bf45298f32c088c2aab9e1": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "4042200d0e324f39b1e6262ee2817c41": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "6a8730967bc842ce84be2ac22966ff0f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_3928507e89924c328480d1c58bd7314f",
       "IPY_MODEL_759227d8ceb14ca7a46035dbc1ad742f",
       "IPY_MODEL_584d91e093d64a7096d7949aecc13ad5"
      ],
      "layout": "IPY_MODEL_de7d6e099c9f49ba96c330acbe61bbe7"
     }
    },
    "3928507e89924c328480d1c58bd7314f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_7cba8c9023614ee9931f73e4ced5e8b9",
      "placeholder": "​",
      "style": "IPY_MODEL_f9f81c0ff36a4358a04e4ad3e5d40d68",
      "value": "Downloading pytorch_model.bin: 100%"
     }
    },
    "759227d8ceb14ca7a46035dbc1ad742f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_2c36a68eb6a840ebbb9ad6c530b5ccee",
      "max": 1112242989,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_86ad8f6507664a039c9149c8755474e8",
      "value": 1112242989
     }
    },
    "584d91e093d64a7096d7949aecc13ad5": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_138073a9eb3f4c8f95bf978d4b7d18ea",
      "placeholder": "​",
      "style": "IPY_MODEL_5af55d6e365c4f81879f1f0799f0f97f",
      "value": " 1.11G/1.11G [02:38&lt;00:00, 3.95MB/s]"
     }
    },
    "de7d6e099c9f49ba96c330acbe61bbe7": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "7cba8c9023614ee9931f73e4ced5e8b9": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "f9f81c0ff36a4358a04e4ad3e5d40d68": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "2c36a68eb6a840ebbb9ad6c530b5ccee": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "86ad8f6507664a039c9149c8755474e8": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "138073a9eb3f4c8f95bf978d4b7d18ea": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5af55d6e365c4f81879f1f0799f0f97f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "727384964f3c43a0843973b5534f556d": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_91a7f70f6f2343d89b76a52a9b26ae57",
       "IPY_MODEL_41e446cbfa2a4a2096419d20c5f3148e",
       "IPY_MODEL_9f15d952c47542e88ed12dd0aa0ea00c"
      ],
      "layout": "IPY_MODEL_30971eabe6d74d85a8ee8385e369d5a8"
     }
    },
    "91a7f70f6f2343d89b76a52a9b26ae57": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_48cc2c63d0104c7ca13cee10a2c83099",
      "placeholder": "​",
      "style": "IPY_MODEL_7f6a65bc57cb474582108eae2645aae4",
      "value": "Downloading (…)nce_bert_config.json: 100%"
     }
    },
    "41e446cbfa2a4a2096419d20c5f3148e": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_cda04c8a198944e790d5e358d2843377",
      "max": 53,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_eb753036356e47a7ac02d03f46887121",
      "value": 53
     }
    },
    "9f15d952c47542e88ed12dd0aa0ea00c": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_8edbe6d486a04130b3e4d5453f9fc9c4",
      "placeholder": "​",
      "style": "IPY_MODEL_b93cb3789e63484991cc8d95c9810bbf",
      "value": " 53.0/53.0 [00:00&lt;00:00, 3.88kB/s]"
     }
    },
    "30971eabe6d74d85a8ee8385e369d5a8": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "48cc2c63d0104c7ca13cee10a2c83099": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "7f6a65bc57cb474582108eae2645aae4": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "cda04c8a198944e790d5e358d2843377": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "eb753036356e47a7ac02d03f46887121": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "8edbe6d486a04130b3e4d5453f9fc9c4": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "b93cb3789e63484991cc8d95c9810bbf": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "8ca308b06ecf47f98d021d3721a80991": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_30a2f67bd2854747845fc46cdc8b9584",
       "IPY_MODEL_0664f58ca1024adab06074abf879fc4c",
       "IPY_MODEL_b03cf11f0f9f4779873a6c1bc504c95f"
      ],
      "layout": "IPY_MODEL_b877d123a73447b698eafd075245f4e8"
     }
    },
    "30a2f67bd2854747845fc46cdc8b9584": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_35bf0af97dea4dd3b33b0bdd18d9d450",
      "placeholder": "​",
      "style": "IPY_MODEL_3d76f8f5422245abb810b37fbdcfe49b",
      "value": "Downloading (…)tencepiece.bpe.model: 100%"
     }
    },
    "0664f58ca1024adab06074abf879fc4c": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_fe9c070d5e174b70ac59acbfe6873dbf",
      "max": 5069051,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_92cb17c3e0474e7aa2d5bcf094c82208",
      "value": 5069051
     }
    },
    "b03cf11f0f9f4779873a6c1bc504c95f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ba4c858218864af2af17c738ddadb09d",
      "placeholder": "​",
      "style": "IPY_MODEL_f35f78917b9b4a36bdc5a4488d3d9c91",
      "value": " 5.07M/5.07M [00:00&lt;00:00, 112MB/s]"
     }
    },
    "b877d123a73447b698eafd075245f4e8": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "35bf0af97dea4dd3b33b0bdd18d9d450": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "3d76f8f5422245abb810b37fbdcfe49b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "fe9c070d5e174b70ac59acbfe6873dbf": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "92cb17c3e0474e7aa2d5bcf094c82208": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "ba4c858218864af2af17c738ddadb09d": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "f35f78917b9b4a36bdc5a4488d3d9c91": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "2c1d2b421e9541e4814acaa874d7ec0b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_49924be0c050488393a9fc8b4bdd862e",
       "IPY_MODEL_84a70db672ca4be7872069c024a2f75d",
       "IPY_MODEL_76a9b6fa315447e98842318a325edc33"
      ],
      "layout": "IPY_MODEL_77722479bc7545f5adbc789090f5052e"
     }
    },
    "49924be0c050488393a9fc8b4bdd862e": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_251cfc410b9e4cfb98f46ccc2dc63199",
      "placeholder": "​",
      "style": "IPY_MODEL_ebc94dee9e5c4db5919b56e4e1fb2bc9",
      "value": "Downloading (…)cial_tokens_map.json: 100%"
     }
    },
    "84a70db672ca4be7872069c024a2f75d": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_a2cc04ab3b3f4ec2a443eed76a302ffd",
      "max": 280,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_e24415ef3b6942b2bd58fccbf0e737c2",
      "value": 280
     }
    },
    "76a9b6fa315447e98842318a325edc33": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_dc081d4e49c8468080296a6d88e9aa21",
      "placeholder": "​",
      "style": "IPY_MODEL_b877e2f5f853478983f02c584d522dfa",
      "value": " 280/280 [00:00&lt;00:00, 21.3kB/s]"
     }
    },
    "77722479bc7545f5adbc789090f5052e": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "251cfc410b9e4cfb98f46ccc2dc63199": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "ebc94dee9e5c4db5919b56e4e1fb2bc9": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "a2cc04ab3b3f4ec2a443eed76a302ffd": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "e24415ef3b6942b2bd58fccbf0e737c2": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "dc081d4e49c8468080296a6d88e9aa21": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "b877e2f5f853478983f02c584d522dfa": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "64e2428016544ed4b19ca728dc67c31f": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_370075565ad4482182985f52d77314cb",
       "IPY_MODEL_1be10e5056634d2cbc36137d16be4c48",
       "IPY_MODEL_52c19061784944f09b55a9f10538182c"
      ],
      "layout": "IPY_MODEL_c0dadadf37a448c9b5f9d18d4e516242"
     }
    },
    "370075565ad4482182985f52d77314cb": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_bc7ce32d2f0b4f3c91e436ec3d475a39",
      "placeholder": "​",
      "style": "IPY_MODEL_b09891f5f39645919b1a055b232820c7",
      "value": "Downloading tokenizer.json: 100%"
     }
    },
    "1be10e5056634d2cbc36137d16be4c48": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_29fc98d211ca4e43af5109866a725da7",
      "max": 17082660,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_8ec288afeb3e476791f17e165be3d70e",
      "value": 17082660
     }
    },
    "52c19061784944f09b55a9f10538182c": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_89c0dfbc36c94509ba20545d6aa1e837",
      "placeholder": "​",
      "style": "IPY_MODEL_6eb143e9d8fe4c109eb3066f98eda58a",
      "value": " 17.1M/17.1M [00:02&lt;00:00, 7.84MB/s]"
     }
    },
    "c0dadadf37a448c9b5f9d18d4e516242": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "bc7ce32d2f0b4f3c91e436ec3d475a39": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "b09891f5f39645919b1a055b232820c7": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "29fc98d211ca4e43af5109866a725da7": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "8ec288afeb3e476791f17e165be3d70e": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "89c0dfbc36c94509ba20545d6aa1e837": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "6eb143e9d8fe4c109eb3066f98eda58a": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "c8310d24f8d244308f4e683a98878868": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_d1696b519eb94e538e09d2b695835778",
       "IPY_MODEL_5afafdfbf4ae4ea99dd65ba476df8cb7",
       "IPY_MODEL_7c668f6d79a64c098cbe085d893898b2"
      ],
      "layout": "IPY_MODEL_9a78b5c11eba49fcb869551754b43af0"
     }
    },
    "d1696b519eb94e538e09d2b695835778": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_2891fbde8cfd4baa9cd99b3cb93c86eb",
      "placeholder": "​",
      "style": "IPY_MODEL_c9fb9cb248634746b13d6736b936010a",
      "value": "Downloading (…)okenizer_config.json: 100%"
     }
    },
    "5afafdfbf4ae4ea99dd65ba476df8cb7": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_b22e5b29e3ea4f9aa768765e66fc8663",
      "max": 418,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_2523e7b3be42445b9ca01441c7afec72",
      "value": 418
     }
    },
    "7c668f6d79a64c098cbe085d893898b2": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_6b36c0e7a6434495a421e07ee4df55f4",
      "placeholder": "​",
      "style": "IPY_MODEL_2179ef3562d44097b43a87ebce2c38f5",
      "value": " 418/418 [00:00&lt;00:00, 29.2kB/s]"
     }
    },
    "9a78b5c11eba49fcb869551754b43af0": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2891fbde8cfd4baa9cd99b3cb93c86eb": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "c9fb9cb248634746b13d6736b936010a": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "b22e5b29e3ea4f9aa768765e66fc8663": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2523e7b3be42445b9ca01441c7afec72": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "6b36c0e7a6434495a421e07ee4df55f4": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "2179ef3562d44097b43a87ebce2c38f5": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "88a8302635f04c239f601f3a38b78ec7": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HBoxModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HBoxModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HBoxView",
      "box_style": "",
      "children": [
       "IPY_MODEL_d15ecd6bf1ad48d896e9f30a28151809",
       "IPY_MODEL_928d2dfcfd324f7cbd694003516f95bd",
       "IPY_MODEL_29aa142e67b1466da6fba7ecc5e98315"
      ],
      "layout": "IPY_MODEL_66781cb3512149feb8b76b86b259581e"
     }
    },
    "d15ecd6bf1ad48d896e9f30a28151809": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_7e7ace17f91445358d64413544ad397f",
      "placeholder": "​",
      "style": "IPY_MODEL_54a60cb4a6af4bb88b4377fd29aa4cd5",
      "value": "Downloading (…)c1b6393/modules.json: 100%"
     }
    },
    "928d2dfcfd324f7cbd694003516f95bd": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "FloatProgressModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "FloatProgressModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "ProgressView",
      "bar_style": "success",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_ee4883a7e3bd4e79b42cde495329809c",
      "max": 349,
      "min": 0,
      "orientation": "horizontal",
      "style": "IPY_MODEL_9db7d83e481c496d9784f9b45a12c395",
      "value": 349
     }
    },
    "29aa142e67b1466da6fba7ecc5e98315": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "HTMLModel",
     "model_module_version": "1.5.0",
     "state": {
      "_dom_classes": [],
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "HTMLModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/controls",
      "_view_module_version": "1.5.0",
      "_view_name": "HTMLView",
      "description": "",
      "description_tooltip": null,
      "layout": "IPY_MODEL_7231944ccabd42cba6308e99e285e2d6",
      "placeholder": "​",
      "style": "IPY_MODEL_5f494563a39c494b94c678cc0f3f197b",
      "value": " 349/349 [00:00&lt;00:00, 26.1kB/s]"
     }
    },
    "66781cb3512149feb8b76b86b259581e": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "7e7ace17f91445358d64413544ad397f": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "54a60cb4a6af4bb88b4377fd29aa4cd5": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    },
    "ee4883a7e3bd4e79b42cde495329809c": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "9db7d83e481c496d9784f9b45a12c395": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "ProgressStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "ProgressStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "bar_color": null,
      "description_width": ""
     }
    },
    "7231944ccabd42cba6308e99e285e2d6": {
     "model_module": "@jupyter-widgets/base",
     "model_name": "LayoutModel",
     "model_module_version": "1.2.0",
     "state": {
      "_model_module": "@jupyter-widgets/base",
      "_model_module_version": "1.2.0",
      "_model_name": "LayoutModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "LayoutView",
      "align_content": null,
      "align_items": null,
      "align_self": null,
      "border": null,
      "bottom": null,
      "display": null,
      "flex": null,
      "flex_flow": null,
      "grid_area": null,
      "grid_auto_columns": null,
      "grid_auto_flow": null,
      "grid_auto_rows": null,
      "grid_column": null,
      "grid_gap": null,
      "grid_row": null,
      "grid_template_areas": null,
      "grid_template_columns": null,
      "grid_template_rows": null,
      "height": null,
      "justify_content": null,
      "justify_items": null,
      "left": null,
      "margin": null,
      "max_height": null,
      "max_width": null,
      "min_height": null,
      "min_width": null,
      "object_fit": null,
      "object_position": null,
      "order": null,
      "overflow": null,
      "overflow_x": null,
      "overflow_y": null,
      "padding": null,
      "right": null,
      "top": null,
      "visibility": null,
      "width": null
     }
    },
    "5f494563a39c494b94c678cc0f3f197b": {
     "model_module": "@jupyter-widgets/controls",
     "model_name": "DescriptionStyleModel",
     "model_module_version": "1.5.0",
     "state": {
      "_model_module": "@jupyter-widgets/controls",
      "_model_module_version": "1.5.0",
      "_model_name": "DescriptionStyleModel",
      "_view_count": null,
      "_view_module": "@jupyter-widgets/base",
      "_view_module_version": "1.2.0",
      "_view_name": "StyleView",
      "description_width": ""
     }
    }
   }
  },
  "accelerator": "GPU"
 },
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "oceQygoPcGrw",
    "outputId": "99d2bc49-7ea7-4596-e79f-ad1d344a6b4b"
   },
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "  Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
      "  Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
      "  Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
      "  Building wheel for hnswlib (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
      "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
      "google-colab 1.0.0 requires requests==2.27.1, but you have requests 2.31.0 which is incompatible.\u001b[0m\u001b[31m\n",
      "\u001b[0m  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
      "  Building wheel for sentence-transformers (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
      "  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
      "  Building wheel for auto-gptq (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
      "  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
      "  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
      "  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
      "  Building wheel for python-docx (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
      "  Building wheel for python-pptx (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
      "  Building wheel for olefile (setup.py) ... \u001b[?25l\u001b[?25hdone\n"
     ]
    }
   ],
   "source": [
    "!pip install -Uqqq pip --progress-bar off\n",
    "!pip install -qqq langchain==0.0.228 --progress-bar off\n",
    "!pip install -qqq chromadb==0.3.26 --progress-bar off\n",
    "!pip install -qqq sentence-transformers==2.2.2 --progress-bar off\n",
    "!pip install -qqq auto-gptq==0.2.2 --progress-bar off\n",
    "!pip install -qqq einops==0.6.1 --progress-bar off\n",
    "!pip install -qqq unstructured==0.8.0 --progress-bar off\n",
    "!pip install -qqq transformers==4.30.2 --progress-bar off\n",
    "!pip install -qqq torch==2.0.1 --progress-bar off"
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "from pathlib import Path\n",
    "\n",
    "import torch\n",
    "from auto_gptq import AutoGPTQForCausalLM\n",
    "from langchain.chains import ConversationalRetrievalChain\n",
    "from langchain.chains.question_answering import load_qa_chain\n",
    "from langchain.document_loaders import DirectoryLoader\n",
    "from langchain.embeddings import HuggingFaceEmbeddings\n",
    "from langchain.llms import HuggingFacePipeline\n",
    "from langchain.memory import ConversationBufferMemory\n",
    "from langchain.prompts import PromptTemplate\n",
    "from langchain.text_splitter import CharacterTextSplitter\n",
    "from langchain.vectorstores import Chroma\n",
    "from transformers import AutoTokenizer, GenerationConfig, TextStreamer, pipeline"
   ],
   "metadata": {
    "id": "y1YwiImBCDmh"
   },
   "execution_count": 2,
   "outputs": []
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Data"
   ],
   "metadata": {
    "id": "raMLW8HBfU4h"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "questions_dir = Path(\"skyscanner\")\n",
    "questions_dir.mkdir(exist_ok=True, parents=True)\n",
    "\n",
    "\n",
    "def write_file(question, answer, file_path):\n",
    "    text = f\"\"\"\n",
    "Q: {question}\n",
    "A: {answer}\n",
    "\"\"\".strip()\n",
    "    with Path(questions_dir / file_path).open(\"w\") as text_file:\n",
    "        text_file.write(text)"
   ],
   "metadata": {
    "id": "4ZLSI24F8Aak"
   },
   "execution_count": 3,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"How do I search for flights on Skyscanner?\",\n",
    "    answer=\"\"\"\n",
    "Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. For tips on how best to search, please head over to our search tips page.\n",
    "\n",
    "If you're looking for inspiration for your next trip, why not try our everywhere feature. Or, if you want to hang out and ensure the best price, you can set up price alerts to let you know when the price changes.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_1.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "DIyXMvAo8GfL"
   },
   "execution_count": 4,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"What are mash-ups?\",\n",
    "    answer=\"\"\"\n",
    "These are routes where you fly with different airlines, because it`s cheaper than booking with just one. For example:\n",
    "\n",
    "If you wanted to fly London to New York, we might find it`s cheaper to fly out with British Airways and back with Virgin Atlantic, rather than buy a round-trip ticket with one airline. This is called a \"sum-of-one-way\" mash-up. Just in case you're interested.\n",
    "\n",
    "Another kind of mash-up is what we call a \"self-transfer\" or a \"non-protected transfer\". For example:\n",
    "\n",
    "If you wanted to fly London to Sydney, we might find it`s cheaper to fly London to Dubai with Emirates, and then Dubai to Sydney with Qantas, rather than booking the whole route with one airline.\n",
    "\n",
    "Pretty simple, right?\n",
    "\n",
    "However, what`s really important to bear in mind is that mash-ups are NOT codeshares. A codeshare is when the airlines have an alliance. If anything goes wrong with the route - a delay, say, or a strike - those airlines will help you out at no extra cost. But mash-ups DO NOT involve an airline alliance. So if something goes wrong with a mash-up, it could cost you more money.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_2.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "DiuAd4t1dRje"
   },
   "execution_count": 5,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"Why have I been blocked from accessing the Skyscanner website?\",\n",
    "    answer=\"\"\"\n",
    "Skyscanner's websites are scraped by bots many millions of times a day which has a detrimental effect on the service we're able to provide. To prevent this, we use a bot blocking solution which checks to ensure you're using the website in a normal manner.\n",
    "\n",
    "Occasionally, this may mean that a genuine user may be wrongly flagged as a bot. This can be for a number of potential reasons, including, but not limited to:\n",
    "\n",
    "You're using a VPN which we have had to block due to excessive bot traffic in the past\n",
    "You're using our website at super speed which manages to beat our rate limits\n",
    "You have a plug-in on your browser which could be interfering with how our website interacts with you as a user\n",
    "You're using an automated browser\n",
    "If you've been blocked during normal use, please send us your IP address (this website may help: http://www.whatismyip.com/), the website you're accessing (e.g. www.skyscanner.net) and the date/time this happened, via the Contact Us button below and we'll look into it as quickly as possible.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_3.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "73DsYOTHeKKV"
   },
   "execution_count": 6,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"Where is my booking confirmation?\",\n",
    "    answer=\"\"\"\n",
    "You should get a booking confirmation by email from the company you bought your travel from. This can sometimes go into your spam/junk mail folder, so it's always worth checking there.\n",
    "\n",
    "If you still can't find it, try getting in touch with the company you bought from to find out what's going on.\n",
    "\n",
    "To find out who you need to contact, check the company name next to the charge on your bank account.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_4.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "RACINOJvfDE3"
   },
   "execution_count": 7,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"How do I change or cancel my booking?\",\n",
    "    answer=\"\"\"\n",
    "For all questions about changes, cancellations, and refunds - as well as all other questions about bookings - you'll need to contact the company you bought travel from. They'll have all the info about your booking and can advise you.\n",
    "\n",
    "You'll find 1000s of travel agencies, airlines, hotels and car rental companies that you can buy from through our site and app. When you buy from one of these travel partners, they will take your payment (you'll see their name on your bank or credit card statement), contact you to confirm your booking, and provide any help or support you might need.\n",
    "\n",
    "If you bought from one of these partners, you'll need to contact them as they have all the info about your booking. We unfortunately don't have any access to bookings you made with them.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_5.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "AJQjeLZQiyp_"
   },
   "execution_count": 8,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"I booked the wrong dates / times\",\n",
    "    answer=\"\"\"\n",
    "If you have found that you have booked the wrong dates or times, please contact the airline or travel agent that you booked your flight with as they will be able to help you change your flights to the intended dates or times.\n",
    "\n",
    "The search box below can help you find the contact details for the travel provider you booked with.\n",
    "\n",
    "You can search flexible or specific dates on Skyscanner to find your preferred flight, and when you select a flight on Skyscanner you are transferred to the website where you will make and pay for your booking. Once you are redirected to the airline or travel agent website, you might be required to select dates again, depending on the website. In all cases, you will be shown the flight details of your selection and you are required before confirming payment to state that you have checked all details and agreed to the terms and conditions. We strongly recommend that you always check this information carefully, as travel information can be subject to change.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_6.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "3NaArprBiZzM"
   },
   "execution_count": 9,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"I entered the wrong email address\",\n",
    "    answer=\"\"\"\n",
    "Please contact the airline or travel agent you booked with as Skyscanner does not have access to bookings made with airlines or travel agents.\n",
    "\n",
    "If you can't remember who you booked with, you can check your credit card statement for a company name.\n",
    "\n",
    "The search box below can help you find the contact details for the travel provider you booked with.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_7.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "64EyAkR6mjoN"
   },
   "execution_count": 10,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"Luggage\",\n",
    "    answer=\"\"\"\n",
    "Depending on the flight provider, the rules, conditions and prices for luggage (including sports equipment) do vary.\n",
    "It's always a good idea to check with the airline or travel agent directly (and you should be shown the options when you make your booking).\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_8.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "rQQU4XnHuPHj"
   },
   "execution_count": 11,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"Changes, cancellation and refunds\",\n",
    "    answer=\"\"\"\n",
    "For changes, cancellations or refunds, we recommend that you contact the travel provider (airline or travel agent) agent that you completed your booking with.\n",
    "\n",
    "As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information. Depending on the type of ticket you've booked, there may be different options for changes, cancellations and refunds, and the travel provider will be best placed to advise on these.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_9.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "qYWsVLGxJvfr"
   },
   "execution_count": 12,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"Why does the price sometimes change when I am redirected to a flight provider?\",\n",
    "    answer=\"\"\"\n",
    "Flight prices and availability change constantly, so we make sure the data is updated regularly to reflect this. When you redirect to a travel provider's site, the price is updated again so you can be sure that you will always see the best price available from the airline or travel agent at time of booking.\n",
    "\n",
    "We make every effort to ensure the information you see on Skyscanner is accurate and up to date, but very occasionally there can be reasons why a price change has not updated accurately on the site. If you see a price difference between Skyscanner and a travel provider, please contact us with all the flight details (from, to, dates, departure times, airline and travel agent if applicable) and we will investigate further.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_10.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "LHbLJW9sM6nO"
   },
   "execution_count": 13,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"Why is Skyscanner free?\",\n",
    "    answer=\"\"\"\n",
    "Does Skyscanner charge commission?\n",
    "\n",
    "Nope. Skyscanner is always free to search, and we never charge you any hidden fees.\n",
    "\n",
    "Want to know how do we do it?\n",
    "\n",
    "Well, we search through thousands of sites to find you the best deals for flights, hotels and car hire. That includes everything from fancy hotels to low cost airlines, so no matter what your budget is, we'll help you get there.\n",
    "\n",
    "See a price you like? We'll connect you to that airline or travel company so you can book with them directly. And for this referral, the airline or travel company pays us a small fee.\n",
    "\n",
    "And that's all there is to it!\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_11.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "sQ4chhIqQU-9"
   },
   "execution_count": 14,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "write_file(\n",
    "    question=\"Are my details safe?\",\n",
    "    answer=\"\"\"\n",
    "We take your privacy and safety online very seriously. We'll never sell, share or pass on your IP details, cookies, personal info and location data to others unless it's required by law, or it's necessary for one of the reasons set out in our Privacy Policy.\n",
    "\"\"\".strip(),\n",
    "    file_path=\"question_12.txt\",\n",
    ")"
   ],
   "metadata": {
    "id": "ySjZQKZ4RGD0"
   },
   "execution_count": 15,
   "outputs": []
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Model"
   ],
   "metadata": {
    "id": "510FH_c2E-qE"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "DEVICE = \"cuda:0\" if torch.cuda.is_available() else \"cpu\""
   ],
   "metadata": {
    "id": "z-6_uOGckiBP"
   },
   "execution_count": 16,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "model_name_or_path = \"TheBloke/Nous-Hermes-13B-GPTQ\"\n",
    "model_basename = \"nous-hermes-13b-GPTQ-4bit-128g.no-act.order\"\n",
    "\n",
    "tokenizer = AutoTokenizer.from_pretrained(model_name_or_path, use_fast=True)\n",
    "\n",
    "model = AutoGPTQForCausalLM.from_quantized(\n",
    "    model_name_or_path,\n",
    "    model_basename=model_basename,\n",
    "    use_safetensors=True,\n",
    "    trust_remote_code=True,\n",
    "    device=DEVICE,\n",
    ")\n",
    "\n",
    "generation_config = GenerationConfig.from_pretrained(model_name_or_path)"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 379,
     "referenced_widgets": [
      "98b5bf036b4f4140addf0467227d66b0",
      "5fdfbc263d7a4c66a7747a641df1bae9",
      "2b5afd12839a4918931c3d6e04fdb0cd",
      "c150ef3e623c4576a6b35d88190831c6",
      "09d63554d64040e6a4cd11aef1c17b10",
      "37b193f25e0a449eb0f2806baa4a3d4e",
      "ec043aefc18647d78b4b21482af22566",
      "aebcc4f6494d45208a8b1f099109b53d",
      "a70ec2b6c6bc4733957d5620e6bd75a8",
      "aff378d6ed8249719dec6da4b8fe2540",
      "bf24f90848c54b5d8643e9bcac123c2c",
      "c9237bdc488d4f658bc50b9f873de43b",
      "0a90720dbb424bab861c93b6fcb4436b",
      "004a0ba888ef4b2c87362d16efa66368",
      "a2a7bdf008044f0a8440d7d735139edc",
      "72fa391ddf08433c9f6b374d2ab6cbe5",
      "bf3b62c910e14a689579ed7aff816209",
      "c94585d1a7364e9dbbb2bb119dd1b348",
      "fca5a1c10d9d42e9a429eadd6b6beb94",
      "5a68280aa1524dea9cabfcda64055626",
      "def6d49e39c94b8c9efb8bff0182aefb",
      "e5b0880861a2475a8708cab6e604661c",
      "3c05a62621ea4f329f786d62d1f9c6d9",
      "fc0b87a35c96446aab4c31ab3db0662b",
      "75563f83523b47ad86c3ea82a6b37b6a",
      "022ad4386b8046b591739874b14aa0c7",
      "c9b84a5ece0a45c0b0238ae855f45788",
      "2c55201c3dbb401ba38397a5da51d261",
      "2e150fd027e5492d91e52e75ab0f2b65",
      "9f3a57c325cd4a3fb730f8c5f5b61ac4",
      "2343965c83944bd68fd99798176bc834",
      "a8b3da3ca9f34be6a2acc1942b76b4cd",
      "0fead1d09a864309aa73b5bd01edc66e",
      "fe1305b5387a43cc8458b9017ee7b4d2",
      "c1dee6d1157a49d49302bea22491f611",
      "425cc040742544459f979cdf30dc5b6f",
      "a82b95c2570d4dfbb587d1ec4c555a3b",
      "739ff034ffdd463ca1025ff727dd42ec",
      "46d8db79a2be442d810a966355c0da5e",
      "fb7cb92a4df5402b9e509eef333073a9",
      "ce7de43638c64180b6d38a88fd3bf54a",
      "c257fe36280c42e297c2ef54e94a0e62",
      "ff669532892946699b96688897004f2b",
      "959a267d610e4db6ae4fabb24c9e7cee",
      "0237cada4bf14d06ad3db3d06b9f85eb",
      "7f9d15654d8f47c29ed63e8ef2b54a63",
      "df7ea3a180984cb2b2e0ec15abeeb2c5",
      "6ce56e9d493f4775b601fdf1508f1201",
      "5fd6e5792d014ce69eb3c2402e366238",
      "25d7b47ec5a647d39ddc2ff0aac7dfa6",
      "5e45e8fc21ba4879a7ba14433109b308",
      "078e9041619d4c1e81a70fadea3a8ea4",
      "38b0a4f05da9456395b47a10760090e4",
      "edfbf182f841401a8ec03a359e1fa602",
      "cbadd4fd796245169822b7a6df41ae6b",
      "c8fa5fc4267c47b2a40864ab203f511e",
      "0035b1dad7fc4018b6225797300309e1",
      "29396f6be8f647d49d71bc2ce0fc8194",
      "81fc0b61f3ca4d2088f22ac87745bca6",
      "a1ec0e8999b545a6b8e407c53c322160",
      "1178d71ce08e480daaa450c833770f6e",
      "e8846e305d75449d9d5a05cfb80de69e",
      "9f43cf3ed45a413e9655964250f0a028",
      "6391f5db0dbb4c4da4256a70d6724983",
      "a4d245256bf0429bb27d8693e2affd0a",
      "eca0416fc0ff4d548e6847bd464cccd2",
      "84da7ccae6f3444fb2fa9f3a07946acb",
      "e791b1be41fd4d18aafaedf7e391a7fa",
      "074db724f6824db48681d9f9721c3279",
      "2428fa7764bf4c43b558563041561d64",
      "61d6e030be4347c58ca47e625116ef9c",
      "6eac550285c5485897abd3c5ebc6cb72",
      "193bf2113b44449c9dafa8af7805bec2",
      "c70208f464bf4c95b9ea2499c6125665",
      "1f5fe7b08bb141c8a49c917567d039fb",
      "786e90c918e74ac2b67a3aa08d9731f9",
      "a174c0707f274008855ae7b148fe30ce",
      "30b219b0f1e44595bd388f69b96e2ec5",
      "8a3fdfa5c19f405aa76b52cbffb8e723",
      "cc902ab8d3e8463cbb7c6470aef562f9",
      "dc36ef2e93124b338e168ae70dda838d",
      "dba9fb5d067a472ca71f373a969b2082",
      "ab9af48d7e5745c99ccad5a567af7e8b",
      "da86fcbbb7aa4d28bbea339d71676ddd",
      "d0dd3a9942974605ada34077ba51ebe8",
      "5ab8043d94a24ef2baec10b097f2bd4f",
      "b3d0e0ff796d40c2a593a5bd9f3a9342",
      "cce780667f7f4bb2a3f7a393575218fa",
      "fa2f2e536d88472293241201c9ce3905",
      "2560dd1d33484bc2a8a132b4d3a8a54e",
      "6643e8d51fca4101b8ee16bcdda9d2f9",
      "7546d6c5d2cb438e94a2c392b0a40439",
      "249c05516cfe479085756c5adfdd4c8b",
      "2123ca0673ee4cdf85ab6a5c8f031ae2",
      "9fbc404992ef4c00b61022ed207b5c86",
      "dd85d3c3d7614047b6f1022dc3c1bc72",
      "3829198e44964c8a9c6cfd4afafa0505",
      "697580b2af464f08bdd4a371ca061204",
      "6d4769a39fe94eb88bed0b3c5326a716"
     ]
    },
    "id": "AwY0M0fhbiyO",
    "outputId": "f39c0f95-4493-4f7e-ceda-4ccc72cb8a4a"
   },
   "execution_count": 17,
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)okenizer_config.json:   0%|          | 0.00/727 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "98b5bf036b4f4140addf0467227d66b0"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading tokenizer.model:   0%|          | 0.00/500k [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "c9237bdc488d4f658bc50b9f873de43b"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)/main/tokenizer.json:   0%|          | 0.00/1.84M [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "3c05a62621ea4f329f786d62d1f9c6d9"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)in/added_tokens.json:   0%|          | 0.00/21.0 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "fe1305b5387a43cc8458b9017ee7b4d2"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)cial_tokens_map.json:   0%|          | 0.00/435 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "0237cada4bf14d06ad3db3d06b9f85eb"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)lve/main/config.json:   0%|          | 0.00/606 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "c8fa5fc4267c47b2a40864ab203f511e"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)quantize_config.json:   0%|          | 0.00/135 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "84da7ccae6f3444fb2fa9f3a07946acb"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)ct.order.safetensors:   0%|          | 0.00/7.45G [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "30b219b0f1e44595bd388f69b96e2ec5"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "stream",
     "name": "stderr",
     "text": [
      "WARNING:accelerate.utils.modeling:The model weights are not tied. Please use the `tie_weights` method before using the `infer_auto_device` function.\n",
      "WARNING:accelerate.utils.modeling:The safetensors archive passed at /root/.cache/huggingface/hub/models--TheBloke--Nous-Hermes-13B-GPTQ/snapshots/d4618f374d36ff4cecac6ca13827f8388ebf9cc2/nous-hermes-13b-GPTQ-4bit-128g.no-act.order.safetensors does not contain metadata. Make sure to save your model with the `save_pretrained` method. Defaulting to 'pt' metadata.\n",
      "WARNING:auto_gptq.nn_modules.fused_llama_mlp:skip module injection for FusedLlamaMLPForQuantizedModel not support integrate without triton yet.\n"
     ]
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)neration_config.json:   0%|          | 0.00/141 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "fa2f2e536d88472293241201c9ce3905"
      }
     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "question = (\n",
    "    \"Which programming language is more suitable for a beginner: Python or JavaScript?\"\n",
    ")\n",
    "prompt = f\"\"\"\n",
    "### Instruction: {question}\n",
    "### Response:\n",
    "\"\"\".strip()"
   ],
   "metadata": {
    "id": "r5n7Ml3YCn5u"
   },
   "execution_count": 18,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "%%time\n",
    "input_ids = tokenizer(prompt, return_tensors=\"pt\").input_ids.to(DEVICE)\n",
    "with torch.inference_mode():\n",
    "    output = model.generate(inputs=input_ids, temperature=0.7, max_new_tokens=512)"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "zcvbsMp2BL1Y",
    "outputId": "1816369a-7071-4fc8-dfe9-89ba729ab64d"
   },
   "execution_count": 19,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "CPU times: user 3.59 s, sys: 1.1 s, total: 4.69 s\n",
      "Wall time: 12.4 s\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "print(tokenizer.decode(output[0]))"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "ihiq7jCtDWs5",
    "outputId": "75a160a9-c7d4-4f53-bad3-e588560386bf"
   },
   "execution_count": 20,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "<s> ### Instruction: Which programming language is more suitable for a beginner: Python or JavaScript?\n",
      "### Response:Python is generally considered more suitable for beginners due to its readability and simplicity compared to JavaScript.</s>\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "generation_config"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "DC68nNJuFTjo",
    "outputId": "8da00564-7b2c-4631-f589-ff0002d0aca9"
   },
   "execution_count": 21,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "GenerationConfig {\n",
       "  \"_from_model_config\": true,\n",
       "  \"bos_token_id\": 1,\n",
       "  \"eos_token_id\": 2,\n",
       "  \"pad_token_id\": 0,\n",
       "  \"transformers_version\": \"4.30.2\"\n",
       "}"
      ]
     },
     "metadata": {},
     "execution_count": 21
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "streamer = TextStreamer(\n",
    "    tokenizer, skip_prompt=True, skip_special_tokens=True, use_multiprocessing=False\n",
    ")"
   ],
   "metadata": {
    "id": "qzJcSkmfGEEu"
   },
   "execution_count": 22,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "pipe = pipeline(\n",
    "    \"text-generation\",\n",
    "    model=model,\n",
    "    tokenizer=tokenizer,\n",
    "    max_length=2048,\n",
    "    temperature=0,\n",
    "    top_p=0.95,\n",
    "    repetition_penalty=1.15,\n",
    "    generation_config=generation_config,\n",
    "    streamer=streamer,\n",
    "    batch_size=1,\n",
    ")"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "tO_n-Y2VFYS9",
    "outputId": "e73bbe59-8426-4039-dee6-40083615a225"
   },
   "execution_count": 23,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stderr",
     "text": [
      "Xformers is not installed correctly. If you want to use memory_efficient_attention to accelerate training use the following command to install Xformers\n",
      "pip install xformers.\n",
      "The model 'LlamaGPTQForCausalLM' is not supported for text-generation. Supported models are ['BartForCausalLM', 'BertLMHeadModel', 'BertGenerationDecoder', 'BigBirdForCausalLM', 'BigBirdPegasusForCausalLM', 'BioGptForCausalLM', 'BlenderbotForCausalLM', 'BlenderbotSmallForCausalLM', 'BloomForCausalLM', 'CamembertForCausalLM', 'CodeGenForCausalLM', 'CpmAntForCausalLM', 'CTRLLMHeadModel', 'Data2VecTextForCausalLM', 'ElectraForCausalLM', 'ErnieForCausalLM', 'GitForCausalLM', 'GPT2LMHeadModel', 'GPT2LMHeadModel', 'GPTBigCodeForCausalLM', 'GPTNeoForCausalLM', 'GPTNeoXForCausalLM', 'GPTNeoXJapaneseForCausalLM', 'GPTJForCausalLM', 'LlamaForCausalLM', 'MarianForCausalLM', 'MBartForCausalLM', 'MegaForCausalLM', 'MegatronBertForCausalLM', 'MvpForCausalLM', 'OpenLlamaForCausalLM', 'OpenAIGPTLMHeadModel', 'OPTForCausalLM', 'PegasusForCausalLM', 'PLBartForCausalLM', 'ProphetNetForCausalLM', 'QDQBertLMHeadModel', 'ReformerModelWithLMHead', 'RemBertForCausalLM', 'RobertaForCausalLM', 'RobertaPreLayerNormForCausalLM', 'RoCBertForCausalLM', 'RoFormerForCausalLM', 'RwkvForCausalLM', 'Speech2Text2ForCausalLM', 'TransfoXLLMHeadModel', 'TrOCRForCausalLM', 'XGLMForCausalLM', 'XLMWithLMHeadModel', 'XLMProphetNetForCausalLM', 'XLMRobertaForCausalLM', 'XLMRobertaXLForCausalLM', 'XLNetLMHeadModel', 'XmodForCausalLM'].\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "llm = HuggingFacePipeline(pipeline=pipe)"
   ],
   "metadata": {
    "id": "ulut--fTFe1d"
   },
   "execution_count": 24,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "response = llm(prompt)"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "Jx3X3SID2bbN",
    "outputId": "20c27350-abfb-4254-8684-f830e6eb0bb9"
   },
   "execution_count": 25,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Python is generally considered to be more suitable for beginners due to its readability and simplicity compared to JavaScript.\n"
     ]
    }
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Embed Documents"
   ],
   "metadata": {
    "id": "h9xg5qSaFB_t"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "embeddings = HuggingFaceEmbeddings(\n",
    "    model_name=\"embaas/sentence-transformers-multilingual-e5-base\",\n",
    "    model_kwargs={\"device\": DEVICE},\n",
    ")"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 401,
     "referenced_widgets": [
      "edbf26f89be9409eb359775816af175b",
      "22e8cc75826d45908389ac98d21a28d0",
      "a6763553442e42dda826e93fa2c36313",
      "48de6fae0c66488db0cb857eb3a82bd7",
      "d978ebf15b534839b5ff6961ec1f3a32",
      "10740ba5fd0d4d9595c662a817085e26",
      "c43f5cc1b6184824a230d6265c261551",
      "f0afdd9f58754813a40d101bb81f1e63",
      "6f30e9a361694c048e12c96864fd0f77",
      "372cdf00e2854a04ab6138682db41c93",
      "fffcf20576b84c4ebfc5eecde56cf547",
      "9e6a1f4b49984e048476c58f0c0ba870",
      "aa413e5f287c4027929b2fcab364c9a7",
      "301df486fcb347baa3f535dda07b9d7b",
      "58579a90a9ae48259700c4dac61d9ff8",
      "2b8f6f7f8ae0479597e88ebd78fd9da1",
      "eb1d709471594d81ba6216b6b6cc58a0",
      "3a6236011c8e467a8485d1fe93a8a040",
      "e4542dba553a46fc9b2c351ff80c4e5b",
      "59b32f738dee4a88aecd80456ae9db3c",
      "7d64656571204c2cb8c3a53f2d5ebece",
      "54bbaedf837947fa9a89581e20614263",
      "0d5074d4020a4dc7a800dd898e51feb1",
      "a0e96b0f1abf40c9bfa40bc58e9b1f48",
      "76597d68ba2649ea98728e0de969b6d6",
      "4ddd0b46dff2484e9bbc93df3915b1a3",
      "1464d1607e9a48a0aae55cc68cf80201",
      "ffa3d88f258a44849a17d04d43169684",
      "f2a096d6d67d419ab66ea890fc3a902d",
      "8699cf25f2ca44438058b42d2ca7692c",
      "488a662d22674dd1aa47d98c0cf2204f",
      "486789001b4e4a299a29bb2750021281",
      "8a80fb02116342058f66a0dd4fef75e8",
      "20f6ecc4ac21419d904a9bb16fea86f0",
      "4515231fdbca40629be6ceb73655674f",
      "d5cad867b0dd4c5298ce036c4733914d",
      "483235f6a6c84cc8ac8628b6128ff3ee",
      "faa34cf8681e481ba9070672fb405f45",
      "9e4e41608a4c44058602ab05af1afb88",
      "70357057d7c4450aac5c38cea0843bd5",
      "60e17e7456434378a4b1dd8e1bad34bd",
      "6f99babbd77643d8a48cdafa19a88c9e",
      "b16075a4ad9c4dfd81a129224af44bff",
      "bbbaed817d4743db8f898e70a1a444c7",
      "8912751f58444a21b068a7ec36947819",
      "ee769b4ff19c4872865a491e83a6a154",
      "15daf25c00464a36a31d77d4d193e403",
      "48ce00a1a778478f98fbfdb13c63dc66",
      "b0dda712711543338b6fc0c240c3ff1e",
      "1a2f55bf19474976969c2381228cf6a7",
      "5fe0978b66fa46948e3634c4fa3fc786",
      "1990c9cd652d44929b43fc31e77e8cfb",
      "e34e5dbb026045469a03d67852d6c1ac",
      "b6fad66b49bf45298f32c088c2aab9e1",
      "4042200d0e324f39b1e6262ee2817c41",
      "6a8730967bc842ce84be2ac22966ff0f",
      "3928507e89924c328480d1c58bd7314f",
      "759227d8ceb14ca7a46035dbc1ad742f",
      "584d91e093d64a7096d7949aecc13ad5",
      "de7d6e099c9f49ba96c330acbe61bbe7",
      "7cba8c9023614ee9931f73e4ced5e8b9",
      "f9f81c0ff36a4358a04e4ad3e5d40d68",
      "2c36a68eb6a840ebbb9ad6c530b5ccee",
      "86ad8f6507664a039c9149c8755474e8",
      "138073a9eb3f4c8f95bf978d4b7d18ea",
      "5af55d6e365c4f81879f1f0799f0f97f",
      "727384964f3c43a0843973b5534f556d",
      "91a7f70f6f2343d89b76a52a9b26ae57",
      "41e446cbfa2a4a2096419d20c5f3148e",
      "9f15d952c47542e88ed12dd0aa0ea00c",
      "30971eabe6d74d85a8ee8385e369d5a8",
      "48cc2c63d0104c7ca13cee10a2c83099",
      "7f6a65bc57cb474582108eae2645aae4",
      "cda04c8a198944e790d5e358d2843377",
      "eb753036356e47a7ac02d03f46887121",
      "8edbe6d486a04130b3e4d5453f9fc9c4",
      "b93cb3789e63484991cc8d95c9810bbf",
      "8ca308b06ecf47f98d021d3721a80991",
      "30a2f67bd2854747845fc46cdc8b9584",
      "0664f58ca1024adab06074abf879fc4c",
      "b03cf11f0f9f4779873a6c1bc504c95f",
      "b877d123a73447b698eafd075245f4e8",
      "35bf0af97dea4dd3b33b0bdd18d9d450",
      "3d76f8f5422245abb810b37fbdcfe49b",
      "fe9c070d5e174b70ac59acbfe6873dbf",
      "92cb17c3e0474e7aa2d5bcf094c82208",
      "ba4c858218864af2af17c738ddadb09d",
      "f35f78917b9b4a36bdc5a4488d3d9c91",
      "2c1d2b421e9541e4814acaa874d7ec0b",
      "49924be0c050488393a9fc8b4bdd862e",
      "84a70db672ca4be7872069c024a2f75d",
      "76a9b6fa315447e98842318a325edc33",
      "77722479bc7545f5adbc789090f5052e",
      "251cfc410b9e4cfb98f46ccc2dc63199",
      "ebc94dee9e5c4db5919b56e4e1fb2bc9",
      "a2cc04ab3b3f4ec2a443eed76a302ffd",
      "e24415ef3b6942b2bd58fccbf0e737c2",
      "dc081d4e49c8468080296a6d88e9aa21",
      "b877e2f5f853478983f02c584d522dfa",
      "64e2428016544ed4b19ca728dc67c31f",
      "370075565ad4482182985f52d77314cb",
      "1be10e5056634d2cbc36137d16be4c48",
      "52c19061784944f09b55a9f10538182c",
      "c0dadadf37a448c9b5f9d18d4e516242",
      "bc7ce32d2f0b4f3c91e436ec3d475a39",
      "b09891f5f39645919b1a055b232820c7",
      "29fc98d211ca4e43af5109866a725da7",
      "8ec288afeb3e476791f17e165be3d70e",
      "89c0dfbc36c94509ba20545d6aa1e837",
      "6eb143e9d8fe4c109eb3066f98eda58a",
      "c8310d24f8d244308f4e683a98878868",
      "d1696b519eb94e538e09d2b695835778",
      "5afafdfbf4ae4ea99dd65ba476df8cb7",
      "7c668f6d79a64c098cbe085d893898b2",
      "9a78b5c11eba49fcb869551754b43af0",
      "2891fbde8cfd4baa9cd99b3cb93c86eb",
      "c9fb9cb248634746b13d6736b936010a",
      "b22e5b29e3ea4f9aa768765e66fc8663",
      "2523e7b3be42445b9ca01441c7afec72",
      "6b36c0e7a6434495a421e07ee4df55f4",
      "2179ef3562d44097b43a87ebce2c38f5",
      "88a8302635f04c239f601f3a38b78ec7",
      "d15ecd6bf1ad48d896e9f30a28151809",
      "928d2dfcfd324f7cbd694003516f95bd",
      "29aa142e67b1466da6fba7ecc5e98315",
      "66781cb3512149feb8b76b86b259581e",
      "7e7ace17f91445358d64413544ad397f",
      "54a60cb4a6af4bb88b4377fd29aa4cd5",
      "ee4883a7e3bd4e79b42cde495329809c",
      "9db7d83e481c496d9784f9b45a12c395",
      "7231944ccabd42cba6308e99e285e2d6",
      "5f494563a39c494b94c678cc0f3f197b"
     ]
    },
    "id": "J5ZrfC_PX355",
    "outputId": "f2f15e4c-7875-4718-ea8b-f26dece6e20f"
   },
   "execution_count": 26,
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)b6393/.gitattributes:   0%|          | 0.00/1.58k [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "edbf26f89be9409eb359775816af175b"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)_Pooling/config.json:   0%|          | 0.00/190 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "9e6a1f4b49984e048476c58f0c0ba870"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)ed1c1b6393/README.md:   0%|          | 0.00/5.79k [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "0d5074d4020a4dc7a800dd898e51feb1"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)1c1b6393/config.json:   0%|          | 0.00/714 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "20f6ecc4ac21419d904a9bb16fea86f0"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)ce_transformers.json:   0%|          | 0.00/123 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "8912751f58444a21b068a7ec36947819"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading pytorch_model.bin:   0%|          | 0.00/1.11G [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "6a8730967bc842ce84be2ac22966ff0f"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)nce_bert_config.json:   0%|          | 0.00/53.0 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "727384964f3c43a0843973b5534f556d"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)tencepiece.bpe.model:   0%|          | 0.00/5.07M [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "8ca308b06ecf47f98d021d3721a80991"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)cial_tokens_map.json:   0%|          | 0.00/280 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "2c1d2b421e9541e4814acaa874d7ec0b"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading tokenizer.json:   0%|          | 0.00/17.1M [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "64e2428016544ed4b19ca728dc67c31f"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)okenizer_config.json:   0%|          | 0.00/418 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "c8310d24f8d244308f4e683a98878868"
      }
     },
     "metadata": {}
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "Downloading (…)c1b6393/modules.json:   0%|          | 0.00/349 [00:00<?, ?B/s]"
      ],
      "application/vnd.jupyter.widget-view+json": {
       "version_major": 2,
       "version_minor": 0,
       "model_id": "88a8302635f04c239f601f3a38b78ec7"
      }
     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "loader = DirectoryLoader(\"./skyscanner/\", glob=\"**/*txt\")\n",
    "documents = loader.load()\n",
    "len(documents)"
   ],
   "metadata": {
    "id": "WDRKbVB4cRFX",
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "outputId": "40dd63da-96ab-4e93-9e1a-ebd57dba30ef"
   },
   "execution_count": 27,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stderr",
     "text": [
      "[nltk_data] Downloading package punkt to /root/nltk_data...\n",
      "[nltk_data]   Unzipping tokenizers/punkt.zip.\n",
      "[nltk_data] Downloading package averaged_perceptron_tagger to\n",
      "[nltk_data]     /root/nltk_data...\n",
      "[nltk_data]   Unzipping taggers/averaged_perceptron_tagger.zip.\n"
     ]
    },
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "12"
      ]
     },
     "metadata": {},
     "execution_count": 27
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "text_splitter = CharacterTextSplitter(chunk_size=512, chunk_overlap=0)\n",
    "texts = text_splitter.split_documents(documents)"
   ],
   "metadata": {
    "id": "cSgB2tt_cymZ"
   },
   "execution_count": 28,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "texts[4]"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "F14qJRPVXyTz",
    "outputId": "7cdbeabe-e48d-4dcf-a70c-2eb0ea6288d0"
   },
   "execution_count": 29,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "Document(page_content='Q: Changes, cancellation and refunds A: For changes, cancellations or refunds, we recommend that you contact the travel provider (airline or travel agent) agent that you completed your booking with.', metadata={'source': 'skyscanner/question_9.txt'})"
      ]
     },
     "metadata": {},
     "execution_count": 29
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "db = Chroma.from_documents(texts, embeddings)"
   ],
   "metadata": {
    "id": "NvB737GNdk2p"
   },
   "execution_count": 30,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "db.similarity_search(\"flight search\")"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "q2nMNrXPdRaT",
    "outputId": "434ae416-ed32-4fe2-c0e3-d607f22e7ab5"
   },
   "execution_count": 31,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "[Document(page_content=\"Q: How do I search for flights on Skyscanner? A: Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. For tips on how best to search, please head over to our search tips page.\\n\\nIf you're looking for inspiration for your next trip, why not try our everywhere feature. Or, if you want to hang out and ensure the best price, you can set up price alerts to let you know when the price changes.\", metadata={'source': 'skyscanner/question_1.txt'}),\n",
       " Document(page_content=\"You're using a VPN which we have had to block due to excessive bot traffic in the past You're using our website at super speed which manages to beat our rate limits You have a plug-in on your browser which could be interfering with how our website interacts with you as a user You're using an automated browser If you've been blocked during normal use, please send us your IP address (this website may help: http://www.whatismyip.com/), the website you're accessing (e.g. www.skyscanner.net) and the date/time this happened, via the Contact Us button below and we'll look into it as quickly as possible.\", metadata={'source': 'skyscanner/question_3.txt'}),\n",
       " Document(page_content='Q: I booked the wrong dates / times A: If you have found that you have booked the wrong dates or times, please contact the airline or travel agent that you booked your flight with as they will be able to help you change your flights to the intended dates or times.\\n\\nThe search box below can help you find the contact details for the travel provider you booked with.', metadata={'source': 'skyscanner/question_6.txt'}),\n",
       " Document(page_content='You can search flexible or specific dates on Skyscanner to find your preferred flight, and when you select a flight on Skyscanner you are transferred to the website where you will make and pay for your booking. Once you are redirected to the airline or travel agent website, you might be required to select dates again, depending on the website. In all cases, you will be shown the flight details of your selection and you are required before confirming payment to state that you have checked all details and agreed to the terms and conditions. We strongly recommend that you always check this information carefully, as travel information can be subject to change.', metadata={'source': 'skyscanner/question_6.txt'})]"
      ]
     },
     "metadata": {},
     "execution_count": 31
    }
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Conversational Chain"
   ],
   "metadata": {
    "id": "101EoBd0lCoC"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "template = \"\"\"\n",
    "### Instruction: You're a travelling support agent that is talking to a customer. Use only the chat history and the following information\n",
    "{context}\n",
    "to answer in a helpful manner to the question. If you don't know the answer - say that you don't know.\n",
    "Keep your replies short, compassionate and informative.\n",
    "{chat_history}\n",
    "### Input: {question}\n",
    "### Response:\n",
    "\"\"\".strip()"
   ],
   "metadata": {
    "id": "dGNCy7jAIXwv"
   },
   "execution_count": 32,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "prompt = PromptTemplate(\n",
    "    input_variables=[\"context\", \"question\", \"chat_history\"], template=template\n",
    ")"
   ],
   "metadata": {
    "id": "62yzMM7qdOXg"
   },
   "execution_count": 33,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "memory = ConversationBufferMemory(\n",
    "    memory_key=\"chat_history\",\n",
    "    human_prefix=\"### Input\",\n",
    "    ai_prefix=\"### Response\",\n",
    "    output_key=\"answer\",\n",
    "    return_messages=True,\n",
    ")"
   ],
   "metadata": {
    "id": "QgmU7cCBGuea"
   },
   "execution_count": 34,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "chain = ConversationalRetrievalChain.from_llm(\n",
    "    llm,\n",
    "    chain_type=\"stuff\",\n",
    "    retriever=db.as_retriever(),\n",
    "    memory=memory,\n",
    "    combine_docs_chain_kwargs={\"prompt\": prompt},\n",
    "    return_source_documents=True,\n",
    "    verbose=True,\n",
    ")"
   ],
   "metadata": {
    "id": "lW3lOVaCHiOT"
   },
   "execution_count": 35,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "question = \"How flight search works?\"\n",
    "answer = chain(question)"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "ndP641GJ2t6r",
    "outputId": "81d8783b-46ac-46af-bcac-3a2daef5125c"
   },
   "execution_count": 36,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "\n",
      "\u001b[1m> Entering new  chain...\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new  chain...\u001b[0m\n",
      "Prompt after formatting:\n",
      "\u001b[32;1m\u001b[1;3m### Instruction: You're a travelling support agent that is talking to a customer. Use only the chat history and the following information\n",
      "Q: How do I search for flights on Skyscanner? A: Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. For tips on how best to search, please head over to our search tips page.\n",
      "\n",
      "If you're looking for inspiration for your next trip, why not try our everywhere feature. Or, if you want to hang out and ensure the best price, you can set up price alerts to let you know when the price changes.\n",
      "\n",
      "As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information. Depending on the type of ticket you've booked, there may be different options for changes, cancellations and refunds, and the travel provider will be best placed to advise on these.\n",
      "\n",
      "You can search flexible or specific dates on Skyscanner to find your preferred flight, and when you select a flight on Skyscanner you are transferred to the website where you will make and pay for your booking. Once you are redirected to the airline or travel agent website, you might be required to select dates again, depending on the website. In all cases, you will be shown the flight details of your selection and you are required before confirming payment to state that you have checked all details and agreed to the terms and conditions. We strongly recommend that you always check this information carefully, as travel information can be subject to change.\n",
      "\n",
      "Q: Why does the price sometimes change when I am redirected to a flight provider? A: Flight prices and availability change constantly, so we make sure the data is updated regularly to reflect this. When you redirect to a travel provider's site, the price is updated again so you can be sure that you will always see the best price available from the airline or travel agent at time of booking.\n",
      "to answer in a helpful manner to the question. If you don't know the answer - say that you don't know.\n",
      "Keep your replies short, compassionate and informative.\n",
      "\n",
      "### Input: How flight search works?\n",
      "### Response:\u001b[0m\n",
      "Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. Our search algorithm scans hundreds of airlines and travel agents to bring you the most comprehensive range of flight options, including direct and connecting flights, stopovers, and layovers. \n",
      "For tips on how best to search, please visit our Search Tips page. As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information.\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "answer.keys()"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "hrbQY5AL7PR8",
    "outputId": "17bc3ec5-bf46-46eb-d468-f5be7ec9c699"
   },
   "execution_count": 37,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "dict_keys(['question', 'chat_history', 'answer', 'source_documents'])"
      ]
     },
     "metadata": {},
     "execution_count": 37
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "answer[\"source_documents\"]"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "0-ggrPAy7QxX",
    "outputId": "2f4ea505-9a0b-43e7-ddbe-f8128e989750"
   },
   "execution_count": 38,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "[Document(page_content=\"Q: How do I search for flights on Skyscanner? A: Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. For tips on how best to search, please head over to our search tips page.\\n\\nIf you're looking for inspiration for your next trip, why not try our everywhere feature. Or, if you want to hang out and ensure the best price, you can set up price alerts to let you know when the price changes.\", metadata={'source': 'skyscanner/question_1.txt'}),\n",
       " Document(page_content=\"As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information. Depending on the type of ticket you've booked, there may be different options for changes, cancellations and refunds, and the travel provider will be best placed to advise on these.\", metadata={'source': 'skyscanner/question_9.txt'}),\n",
       " Document(page_content='You can search flexible or specific dates on Skyscanner to find your preferred flight, and when you select a flight on Skyscanner you are transferred to the website where you will make and pay for your booking. Once you are redirected to the airline or travel agent website, you might be required to select dates again, depending on the website. In all cases, you will be shown the flight details of your selection and you are required before confirming payment to state that you have checked all details and agreed to the terms and conditions. We strongly recommend that you always check this information carefully, as travel information can be subject to change.', metadata={'source': 'skyscanner/question_6.txt'}),\n",
       " Document(page_content=\"Q: Why does the price sometimes change when I am redirected to a flight provider? A: Flight prices and availability change constantly, so we make sure the data is updated regularly to reflect this. When you redirect to a travel provider's site, the price is updated again so you can be sure that you will always see the best price available from the airline or travel agent at time of booking.\", metadata={'source': 'skyscanner/question_10.txt'})]"
      ]
     },
     "metadata": {},
     "execution_count": 38
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "question = \"I bought flight tickets, but I can't find any confirmation. Where is it?\"\n",
    "response = chain(question)"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "t8YIJw0V3xBG",
    "outputId": "1950aa0e-f69d-4adc-bd82-03bc207fe6dd"
   },
   "execution_count": 39,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "\n",
      "\u001b[1m> Entering new  chain...\u001b[0m\n",
      "Prompt after formatting:\n",
      "\u001b[32;1m\u001b[1;3mGiven the following conversation and a follow up question, rephrase the follow up question to be a standalone question, in its original language.\n",
      "\n",
      "Chat History:\n",
      "\n",
      "Human: How flight search works?\n",
      "Assistant: Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. Our search algorithm scans hundreds of airlines and travel agents to bring you the most comprehensive range of flight options, including direct and connecting flights, stopovers, and layovers. \n",
      "For tips on how best to search, please visit our Search Tips page. As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information.\n",
      "Follow Up Input: I bought flight tickets, but I can't find any confirmation. Where is it?\n",
      "Standalone question:\u001b[0m\n",
      "Can you help me locate my flight ticket confirmation?\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new  chain...\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new  chain...\u001b[0m\n",
      "Prompt after formatting:\n",
      "\u001b[32;1m\u001b[1;3m### Instruction: You're a travelling support agent that is talking to a customer. Use only the chat history and the following information\n",
      "Q: Where is my booking confirmation? A: You should get a booking confirmation by email from the company you bought your travel from. This can sometimes go into your spam/junk mail folder, so it's always worth checking there.\n",
      "\n",
      "If you still can't find it, try getting in touch with the company you bought from to find out what's going on.\n",
      "\n",
      "To find out who you need to contact, check the company name next to the charge on your bank account.\n",
      "\n",
      "Q: I booked the wrong dates / times A: If you have found that you have booked the wrong dates or times, please contact the airline or travel agent that you booked your flight with as they will be able to help you change your flights to the intended dates or times.\n",
      "\n",
      "The search box below can help you find the contact details for the travel provider you booked with.\n",
      "\n",
      "Q: I entered the wrong email address A: Please contact the airline or travel agent you booked with as Skyscanner does not have access to bookings made with airlines or travel agents.\n",
      "\n",
      "If you can't remember who you booked with, you can check your credit card statement for a company name.\n",
      "\n",
      "The search box below can help you find the contact details for the travel provider you booked with.\n",
      "\n",
      "As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information. Depending on the type of ticket you've booked, there may be different options for changes, cancellations and refunds, and the travel provider will be best placed to advise on these.\n",
      "to answer in a helpful manner to the question. If you don't know the answer - say that you don't know.\n",
      "Keep your replies short, compassionate and informative.\n",
      "\n",
      "Human: How flight search works?\n",
      "Assistant: Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. Our search algorithm scans hundreds of airlines and travel agents to bring you the most comprehensive range of flight options, including direct and connecting flights, stopovers, and layovers. \n",
      "For tips on how best to search, please visit our Search Tips page. As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information.\n",
      "### Input:  Can you help me locate my flight ticket confirmation?\n",
      "### Response:\u001b[0m\n",
      "You should receive an email confirmation from the airline or travel agent you booked with. Sometimes this email might end up in your junk/spam folder. Try searching your inbox and spam folder first before reaching out to the airline or travel agent for assistance.\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n"
     ]
    }
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "## QA Chain with Memory"
   ],
   "metadata": {
    "id": "Dm8BLnd7ldVc"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "memory = ConversationBufferMemory(\n",
    "    memory_key=\"chat_history\",\n",
    "    human_prefix=\"### Input\",\n",
    "    ai_prefix=\"### Response\",\n",
    "    input_key=\"question\",\n",
    "    output_key=\"output_text\",\n",
    "    return_messages=False,\n",
    ")\n",
    "\n",
    "chain = load_qa_chain(\n",
    "    llm, chain_type=\"stuff\", prompt=prompt, memory=memory, verbose=True\n",
    ")"
   ],
   "metadata": {
    "id": "AuXg1uLJoHgZ"
   },
   "execution_count": 40,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "question = \"How flight search works?\"\n",
    "docs = db.similarity_search(question)\n",
    "answer = chain.run({\"input_documents\": docs, \"question\": question})"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "LemKKOkaoMLS",
    "outputId": "9b4ed73b-0b56-452b-e6f5-9ff170c92e52"
   },
   "execution_count": 41,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "\n",
      "\u001b[1m> Entering new  chain...\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new  chain...\u001b[0m\n",
      "Prompt after formatting:\n",
      "\u001b[32;1m\u001b[1;3m### Instruction: You're a travelling support agent that is talking to a customer. Use only the chat history and the following information\n",
      "Q: How do I search for flights on Skyscanner? A: Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. For tips on how best to search, please head over to our search tips page.\n",
      "\n",
      "If you're looking for inspiration for your next trip, why not try our everywhere feature. Or, if you want to hang out and ensure the best price, you can set up price alerts to let you know when the price changes.\n",
      "\n",
      "As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information. Depending on the type of ticket you've booked, there may be different options for changes, cancellations and refunds, and the travel provider will be best placed to advise on these.\n",
      "\n",
      "You can search flexible or specific dates on Skyscanner to find your preferred flight, and when you select a flight on Skyscanner you are transferred to the website where you will make and pay for your booking. Once you are redirected to the airline or travel agent website, you might be required to select dates again, depending on the website. In all cases, you will be shown the flight details of your selection and you are required before confirming payment to state that you have checked all details and agreed to the terms and conditions. We strongly recommend that you always check this information carefully, as travel information can be subject to change.\n",
      "\n",
      "Q: Why does the price sometimes change when I am redirected to a flight provider? A: Flight prices and availability change constantly, so we make sure the data is updated regularly to reflect this. When you redirect to a travel provider's site, the price is updated again so you can be sure that you will always see the best price available from the airline or travel agent at time of booking.\n",
      "to answer in a helpful manner to the question. If you don't know the answer - say that you don't know.\n",
      "Keep your replies short, compassionate and informative.\n",
      "\n",
      "### Input: How flight search works?\n",
      "### Response:\u001b[0m\n",
      "Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. Our search algorithm scans hundreds of airlines and travel agents to bring you the most comprehensive range of flight options, including direct and connecting flights, stopovers, and layovers. \n",
      "For tips on how best to search, please visit our Search Tips page. As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information.\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "question = \"I entered wrong email address during my flight booking. What should I do?\"\n",
    "docs = db.similarity_search(question)\n",
    "answer = chain.run({\"input_documents\": docs, \"question\": question})"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "uBuo4K6toW8d",
    "outputId": "f6e37051-0bef-4993-ae44-0d1d6b85d506"
   },
   "execution_count": 42,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "\n",
      "\u001b[1m> Entering new  chain...\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new  chain...\u001b[0m\n",
      "Prompt after formatting:\n",
      "\u001b[32;1m\u001b[1;3m### Instruction: You're a travelling support agent that is talking to a customer. Use only the chat history and the following information\n",
      "Q: I entered the wrong email address A: Please contact the airline or travel agent you booked with as Skyscanner does not have access to bookings made with airlines or travel agents.\n",
      "\n",
      "If you can't remember who you booked with, you can check your credit card statement for a company name.\n",
      "\n",
      "The search box below can help you find the contact details for the travel provider you booked with.\n",
      "\n",
      "Q: I booked the wrong dates / times A: If you have found that you have booked the wrong dates or times, please contact the airline or travel agent that you booked your flight with as they will be able to help you change your flights to the intended dates or times.\n",
      "\n",
      "The search box below can help you find the contact details for the travel provider you booked with.\n",
      "\n",
      "Q: Where is my booking confirmation? A: You should get a booking confirmation by email from the company you bought your travel from. This can sometimes go into your spam/junk mail folder, so it's always worth checking there.\n",
      "\n",
      "If you still can't find it, try getting in touch with the company you bought from to find out what's going on.\n",
      "\n",
      "To find out who you need to contact, check the company name next to the charge on your bank account.\n",
      "\n",
      "Q: Changes, cancellation and refunds A: For changes, cancellations or refunds, we recommend that you contact the travel provider (airline or travel agent) agent that you completed your booking with.\n",
      "to answer in a helpful manner to the question. If you don't know the answer - say that you don't know.\n",
      "Keep your replies short, compassionate and informative.\n",
      "### Input: How flight search works?\n",
      "### Response: Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. Our search algorithm scans hundreds of airlines and travel agents to bring you the most comprehensive range of flight options, including direct and connecting flights, stopovers, and layovers. \n",
      "For tips on how best to search, please visit our Search Tips page. As a travel search engine, Skyscanner doesn't take your booking or payment ourselves. Instead, we pass you through to your chosen airline or travel agent where you make your booking directly. We therefore don't have access or visibility to any of your booking information.\n",
      "### Input: I entered wrong email address during my flight booking. What should I do?\n",
      "### Response:\u001b[0m\n",
      "Please contact the airline or travel agent you booked with as Skyscanner does not have access to bookings made with airlines or travel agents. If you can't remember who you booked with, you can check your credit card statement for a company name. The search box below can help you find the contact details for the travel provider you booked with.\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "print(answer.strip())"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "H3l87CHGoe8s",
    "outputId": "221f0238-c51c-41a0-a965-b1ad97e7c30c"
   },
   "execution_count": 43,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Please contact the airline or travel agent you booked with as Skyscanner does not have access to bookings made with airlines or travel agents. If you can't remember who you booked with, you can check your credit card statement for a company name. The search box below can help you find the contact details for the travel provider you booked with.\n"
     ]
    }
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Support Chatbot"
   ],
   "metadata": {
    "id": "J4jZrPUGo0pS"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "DEFAULT_TEMPLATE = \"\"\"\n",
    "### Instruction: You're a travelling support agent that is talking to a customer. Use only the chat history and the following information\n",
    "{context}\n",
    "to answer in a helpful manner to the question. If you don't know the answer - say that you don't know.\n",
    "Keep your replies short, compassionate and informative.\n",
    "{chat_history}\n",
    "### Input: {question}\n",
    "### Response:\n",
    "\"\"\".strip()\n",
    "\n",
    "\n",
    "class Chatbot:\n",
    "    def __init__(\n",
    "        self,\n",
    "        text_pipeline: HuggingFacePipeline,\n",
    "        embeddings: HuggingFaceEmbeddings,\n",
    "        documents_dir: Path,\n",
    "        prompt_template: str = DEFAULT_TEMPLATE,\n",
    "        verbose: bool = False,\n",
    "    ):\n",
    "        prompt = PromptTemplate(\n",
    "            input_variables=[\"context\", \"question\", \"chat_history\"],\n",
    "            template=prompt_template,\n",
    "        )\n",
    "        self.chain = self._create_chain(text_pipeline, prompt, verbose)\n",
    "        self.db = self._embed_data(documents_dir, embeddings)\n",
    "\n",
    "    def _create_chain(\n",
    "        self,\n",
    "        text_pipeline: HuggingFacePipeline,\n",
    "        prompt: PromptTemplate,\n",
    "        verbose: bool = False,\n",
    "    ):\n",
    "        memory = ConversationBufferMemory(\n",
    "            memory_key=\"chat_history\",\n",
    "            human_prefix=\"### Input\",\n",
    "            ai_prefix=\"### Response\",\n",
    "            input_key=\"question\",\n",
    "            output_key=\"output_text\",\n",
    "            return_messages=False,\n",
    "        )\n",
    "\n",
    "        return load_qa_chain(\n",
    "            text_pipeline,\n",
    "            chain_type=\"stuff\",\n",
    "            prompt=prompt,\n",
    "            memory=memory,\n",
    "            verbose=verbose,\n",
    "        )\n",
    "\n",
    "    def _embed_data(\n",
    "        self, documents_dir: Path, embeddings: HuggingFaceEmbeddings\n",
    "    ) -> Chroma:\n",
    "        loader = DirectoryLoader(documents_dir, glob=\"**/*txt\")\n",
    "        documents = loader.load()\n",
    "        text_splitter = CharacterTextSplitter(chunk_size=512, chunk_overlap=0)\n",
    "        texts = text_splitter.split_documents(documents)\n",
    "        return Chroma.from_documents(texts, embeddings)\n",
    "\n",
    "    def __call__(self, user_input: str) -> str:\n",
    "        docs = self.db.similarity_search(user_input)\n",
    "        return self.chain.run({\"input_documents\": docs, \"question\": user_input})"
   ],
   "metadata": {
    "id": "1aGiu_WpwWLM"
   },
   "execution_count": 58,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "chatbot = Chatbot(llm, embeddings, \"./skyscanner/\")"
   ],
   "metadata": {
    "id": "wBeSk05R03DW"
   },
   "execution_count": 59,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "import warnings\n",
    "\n",
    "warnings.filterwarnings(\"ignore\", category=UserWarning)\n",
    "\n",
    "while True:\n",
    "    user_input = input(\"You: \")\n",
    "    if user_input.lower() in [\"bye\", \"goodbye\"]:\n",
    "        break\n",
    "    answer = chatbot(user_input)\n",
    "    print()"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "vxA0WgnT2T1O",
    "outputId": "6c3d5443-6aa8-491c-8757-eebe4a87c73b"
   },
   "execution_count": 62,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "You: How flight search works?\n",
      " Skyscanner helps you find the best options for flights on a specific date, or on any day in a given month or even year. Our search algorithm scans hundreds of airlines and travel agents to bring you the most comprehensive range of flight options, including direct and connecting flights, stopovers, and layovers.\n",
      "\n",
      "You: I bought flight tickets, but I can't find any confirmation. Where is it?\n",
      " It sounds like you purchased your flight tickets from another company or airline, rather than through Skyscanner. To locate your booking confirmation, please contact the company you purchased your ticket from directly. They will be able to provide you with more information regarding your booking and confirmation details.\n",
      "\n",
      "You: I entered wrong email address during my flight booking. What should I do?\n",
      "  Unfortunately, since Skyscanner isn't involved in the actual booking process, we are unable to assist with changing email addresses. However, you may reach out to the airline or travel agent you booked with to see if they can update your email address for you. Alternatively, you could try searching for your booking using the search bar provided on our website to see if you can locate your booking yourself.\n",
      "\n",
      "You: What are the advantages of mash-ups?\n",
      "Mash-ups offer several benefits over traditional round-trip flights. Here are some key advantages:\n",
      "1. Cost savings: By combining two separate one-way flights, you can often save money compared to buying a single round-trip ticket.\n",
      "2. Flexibility: With a mash-up, you have more control over your travel plans. If you need to change your return date or time, you can simply adjust one leg of your trip without having to rebook everything else.\n",
      "3. More options: By flying with multiple airlines, you have access to a wider range of destinations and departure times. This means you can choose the flight that best fits your schedule and preferences.\n",
      "\n",
      "You: bye\n"
     ]
    }
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "## References\n",
    "\n",
    "- [Skyscanner help center](https://help.skyscanner.net/hc/en-us/categories/200385602-Traveling)\n",
    "- [Embeddings Leaderboard](https://huggingface.co/spaces/mteb/leaderboard)\n",
    "- [Local LLM Comparison](https://github.com/Troyanovsky/Local-LLM-comparison)\n",
    "- [Nous-Hermes-13B GPTQ](https://huggingface.co/TheBloke/Nous-Hermes-13B-GPTQ)\n",
    "- [Nous Hermes 13B (Original model)](https://huggingface.co/NousResearch/Nous-Hermes-13b)\n",
    "- [Text Embeddings Leaderboard](https://huggingface.co/spaces/mteb/leaderboard)\n",
    "- [OpenLLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)"
   ],
   "metadata": {
    "id": "JWOw0AWVJK-a"
   }
  }
 ]
}