zeroscope_video_webui_colab.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github"
      },
      "source": [
        "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/camenduru/text-to-video-synthesis-colab/blob/main/zeroscope_video_webui_colab.ipynb)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "n2ibl97e2yM4"
      },
      "outputs": [],
      "source": [
        "%cd /content\n",
        "\n",
        "%env TF_CPP_MIN_LOG_LEVEL=1\n",
        "\n",
        "!apt -y update -qq\n",
        "!apt -y install -qq aria2 libcairo2-dev pkg-config python3-dev\n",
        "# !pip install -q torch==2.0.0+cu118 torchvision==0.15.1+cu118 torchaudio==2.0.1+cu118 torchtext==0.15.1 torchdata==0.6.0 --extra-index-url https://download.pytorch.org/whl/cu118 -U\n",
        "!pip install -q https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp310-cp310-manylinux2014_x86_64.whl\n",
        "\n",
        "!git clone -b v2.3 https://github.com/camenduru/ui\n",
        "!git clone https://github.com/camenduru/tunnels /content/ui/extensions/tunnels\n",
        "!git clone -b v1.0 https://github.com/camenduru/t2v /content/ui/extensions/t2v\n",
        "\n",
        "%cd /content/ui\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/sd15/resolve/main/v1-5-pruned-emaonly.ckpt -d /content/ui/models/Stable-diffusion -o v1-5-pruned-emaonly.ckpt\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/resolve/main/VQGAN_autoencoder.pth -d /content/ui/models/text2video -o VQGAN_autoencoder.pth\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/raw/main/zs2_448w/configuration.json -d /content/ui/models/text2video/zs2_448w -o configuration.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/resolve/main/zs2_448w/open_clip_pytorch_model.bin -d /content/ui/models/text2video/zs2_448w -o open_clip_pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/resolve/main/zs2_448w/text2video_pytorch_model.pth -d /content/ui/models/text2video/zs2_448w -o text2video_pytorch_model.pth\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/raw/main/zs2_576w/configuration.json -d /content/ui/models/text2video/zs2_576w -o configuration.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/resolve/main/zs2_576w/open_clip_pytorch_model.bin -d /content/ui/models/text2video/zs2_576w -o open_clip_pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/resolve/main/zs2_576w/text2video_pytorch_model.pth -d /content/ui/models/text2video/zs2_576w -o text2video_pytorch_model.pth\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/raw/main/zs2_XL/configuration.json -d /content/ui/models/text2video/zs2_XL -o configuration.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/resolve/main/zs2_XL/open_clip_pytorch_model.bin -d /content/ui/models/text2video/zs2_XL -o open_clip_pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vdo/zeroscope_v2_1111models/resolve/main/zs2_XL/text2video_pytorch_model.pth -d /content/ui/models/text2video/zs2_XL -o text2video_pytorch_model.pth\n",
        "\n",
        "!sed -i -e '''/from modules import launch_utils/a\\import os''' /content/ui/launch.py\n",
        "!sed -i -e '''/        prepare_environment()/a\\        os.system\\(f\\\"\"\"sed -i -e ''\\\"s/dict()))/dict())).cuda()/g\\\"'' /content/ui/repositories/stable-diffusion-stability-ai/ldm/util.py\"\"\")''' /content/ui/launch.py\n",
        "!sed -i -e 's/\\[\"sd_model_checkpoint\"\\]/\\[\"sd_model_checkpoint\",\"sd_vae\",\"CLIP_stop_at_last_layers\"\\]/g' /content/ui/modules/shared.py\n",
        "\n",
        "!python launch.py --listen --xformers --enable-insecure-extension-access --theme dark --gradio-queue --multiple --disable-safe-unpickle"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "provenance": []
    },
    "gpuClass": "standard",
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}