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[Feat] add correct tensor parallelism for larger size model. #4

Merged
merged 8 commits into from
Mar 12, 2024
Merged

[Feat] add correct tensor parallelism for larger size model. #4

merged 8 commits into from
Mar 12, 2024

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Luodian
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@Luodian Luodian commented Mar 11, 2024 •
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  1. Update correct usage for running 34B model using GPUs with constrained memory.
lmms_eval --model=llava \
    --model_args=pretrained=liuhaotian/llava-v1.6-34b,conv_template=mistral_direct,device_map=auto \
    --tasks=mme,mmmu_val \
    --batch_size=1 \
    --log_samples \
    --log_samples_suffix=tp_evals \
    --output_path="./logs/" \
    --wandb_args=project=lmms-eval,job_type=eval,entity=libo0013
  1. Update the gpt-4 version to gpt-4-0613 for llava-w's evaluation. gpt-4-0314 API has been deprecated.

Luodian added 5 commits March 11, 2024 09:22
@Luodian
Squashed commit of the following:
4a8458c 
commit 4c0e8d1
Author: Bo Li <drluodian@gmail.com>
Date:   Mon Mar 11 05:49:31 2024 +0000

    Remove subproject ttyd

commit 476e6fd
Author: Bo Li <drluodian@gmail.com>
Date:   Mon Mar 11 05:43:31 2024 +0000

    Enable flash attention 2 in Llava model
@Luodian
Refactor output path generation in cli_evaluate_single function
5dab46c
@Luodian
Update Llava model initialization and device handling
bbc4b7a
@Luodian
add tensor parallelism
bda1a45
@Luodian
Merge branch 'main' into dev_add_tp
2a5dd77
@Luodian Luodian requested a review from jzhang38 March 11, 2024 09:30
@Luodian Luodian requested a review from kcz358 March 11, 2024 18:19
@Luodian Luodian added the enhancement New feature or request label Mar 11, 2024
@Luodian Luodian merged commit 2dd12d1 into main Mar 12, 2024
2 checks passed
@Luodian Luodian mentioned this pull request Mar 16, 2024
Closed
Luodian added a commit that referenced this pull request Apr 4, 2024
@pufanyi @Luodian
VQAv2 eval (#4)
7ddb976 
* vqav2

* Add vqav2_process_results function and update vqav2_doc_to_text function

* Implement vqav2_process_results function to return exact match score

* Refactor fewshot_docs() to use config.fewshot_config

* Refactor Task class to handle fewshot_docs when training and validation docs are not available

* Add answer processing logic in vqav2_process_results function

* Refactor vqav2_process_results function and add submission aggregation

* Add vqav2_aggreate_submissions function to utils.py

* textvqa

* Refactor answer processing in textvqa_process_results() function

* textvqa eval

* Update dataset path and modify textvqa_doc_to_text function

* Capitalize the question in textvqa_doc_to_text function

* Update textvqa.yaml and utils.py

* Fix formatting issues in lmms_eval/api/task.py, lmms_eval/tasks/gqa/utils.py, lmms_eval/tasks/textvqa/utils.py, and lmms_eval/tasks/vqav2/utils.py

---------

Co-authored-by: Li Bo <drluodian@gmail.com>
@kcz358 kcz358 mentioned this pull request Apr 9, 2024
Closed
Luodian added a commit that referenced this pull request Apr 16, 2024
@Luodian @kcz358
@pufanyi @jzhang38 @JvThunder @XinrunDu @ygjin11
[ReFactor] make internal_dev as the current main branch. (#67)
d63cca0 
* Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* Add coco, refcoco support

* Fix doc_to_visual error

* Fix segmentation mask error

* Add refcoco+, refcocog

* Remove debug code

* black lint

* Remove unused code and scripts

* Fix group stderr N/A error between str and int

* Fix letter case issue

* Update lmms_eval tasks and utils

* Fix coco test_split name

* Add llava-bench-in-the-wild support

* Black codestyle, lint

* Add COCO evaluation metric

* Add refcoco, refcocog, refcoco+ evaluation kit

* Add llava bench coco support

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* VQAv2 eval (#4)

* vqav2

* Add vqav2_process_results function and update vqav2_doc_to_text function

* Implement vqav2_process_results function to return exact match score

* Refactor fewshot_docs() to use config.fewshot_config

* Refactor Task class to handle fewshot_docs when training and validation docs are not available

* Add answer processing logic in vqav2_process_results function

* Refactor vqav2_process_results function and add submission aggregation

* Add vqav2_aggreate_submissions function to utils.py

* textvqa

* Refactor answer processing in textvqa_process_results() function

* textvqa eval

* Update dataset path and modify textvqa_doc_to_text function

* Capitalize the question in textvqa_doc_to_text function

* Update textvqa.yaml and utils.py

* Fix formatting issues in lmms_eval/api/task.py, lmms_eval/tasks/gqa/utils.py, lmms_eval/tasks/textvqa/utils.py, and lmms_eval/tasks/vqav2/utils.py

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

* [Big Changes] add LLaVA-1.6, MMVet, LLaVA-W, POPE, and many other changes on logs, model args. (#7)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* black lint

* Remove unused code and scripts

* Update lmms_eval tasks and utils

* Update LMMS-Eval dependencies and configurations

* Squashed commit of the following:

commit 209f3904f33210bec0b4b146e96fcbd67a4e1541
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Wed Jan 17 20:27:13 2024 +0800

    Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

    * Update author name and email in pyproject.toml

    * add mmvet and try to modify llava arch

    * Add coco, refcoco support

    * Fix doc_to_visual error

    * Fix segmentation mask error

    * Add refcoco+, refcocog

    * Remove debug code

    * black lint

    * Remove unused code and scripts

    * Fix group stderr N/A error between str and int

    * Fix letter case issue

    * Update lmms_eval tasks and utils

    * Fix coco test_split name

    * Add llava-bench-in-the-wild support

    * Black codestyle, lint

    * Add COCO evaluation metric

    * Add refcoco, refcocog, refcoco+ evaluation kit

    * Add llava bench coco support

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f9e48cec5493010a363b446b81a335ef1484e42f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

* Fix log_samples suffix typo and use hash for output name

* Refactor LMMS evaluation code and update LLAVA model properties

* matched response for mistral-llava

* Refactor logging in llava_aggregation function

* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

* add mmvet and try to modify llava arch

* black lint

* Update lmms_eval tasks and utils

* Update LMMS-Eval dependencies and configurations

* Squashed commit of the following:

commit 209f3904f33210bec0b4b146e96fcbd67a4e1541
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Wed Jan 17 20:27:13 2024 +0800

    Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

    * Update author name and email in pyproject.toml

    * add mmvet and try to modify llava arch

    * Add coco, refcoco support

    * Fix doc_to_visual error

    * Fix segmentation mask error

    * Add refcoco+, refcocog

    * Remove debug code

    * black lint

    * Remove unused code and scripts

    * Fix group stderr N/A error between str and int

    * Fix letter case issue

    * Update lmms_eval tasks and utils

    * Fix coco test_split name

    * Add llava-bench-in-the-wild support

    * Black codestyle, lint

    * Add COCO evaluation metric

    * Add refcoco, refcocog, refcoco+ evaluation kit

    * Add llava bench coco support

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f9e48cec5493010a363b446b81a335ef1484e42f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

* Fix log_samples suffix typo and use hash for output name

* Refactor LMMS evaluation code and update LLAVA model properties

* matched response for mistral-llava

* Refactor logging in llava_aggregation function

* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

* Refactor pope utils functions

* Update transformers dependency to version 4.36.2

* Revise llava-in-the-wild prompt for align

* Add default values for gen_kwargs in Llava class

* Fix formatting issues and import pdb for debugging

* Remove pdb.set_trace() and update default value for max_new_tokens

* Add llava loglikelihood

* Fix formatting and indentation issues in lmms_eval/api/metrics.py and lmms_eval/models/llava.py

* Update function to handle edge cases

This commit updates the function to handle edge cases, improving the overall reliability and robustness of the code.

* Update black version in pre-commit config

* Remove duplicate lines in gqa

* Another way to solve memory issue

* Handle exception in model generation

* Refactor pope_aggregate_results to use "score" key instead of "pope_accuracy"

* Update pope metrics aggregation functions

* Add model_to_prompt in pope.yaml

* Update pope.yaml configuration

* Refactor code to simplify construct_requests call

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>

* Add datetime to output name in cli_evaluate function

Add get_datetime_str function to utils.py

* Refactor pope_aggregate_f1_score function

* Fix datetime format in get_datetime_str function

* Update JSON dump indentation in cli_evaluate function

* Add datetime to output name in cli_evaluate function (#10)

* Revert "Add datetime to output name in cli_evaluate function"

This reverts commit ef26f78c46b50d8769a4fb6990b909162c2881c3.

* Add datetime to output name in cli_evaluate function

* [Datasets] Added POPE and Aligned. (#11)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

* Change coco from print to logger

* Add llava loglikelihood

* Add Nocaps support

* Fix pass through function

* Add textcaps support

* Fix textcaps eval image_id

* Add seedbench support

* Add seedbench ppl evaluation

* black lint

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* add mmmu (#15)

* add mmme

* black

* add mmmu (#15)

* add mmme

* black

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit c3cc24a89415aeccad31ccbb10642af677cd6fe5
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 0dbc5d16c4f45ebea8def5f0bc1a36fcd93f9a05
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit 290126e6a269db4cca9b3544bd017d6c17012793
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 8b0227cd7b2602d096d773a01b2199d1f4110f22
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

* Update dataset paths and improve user prompts

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* add model specific prompt and gen kwargs in sqa (#19)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add model specific prompt and gen kwargs in sqa (#19)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add chartqa

* black

* add ai2d

* black

* update chartqa

* blacl

* update ai2d dataset

* black

* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add chartqa

* black

* add ai2d

* black

* update chartqa

* blacl

* update ai2d dataset

* black

* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Datasets] Changes for Flickr30K and NoCaps, also merged Peiyuan's Model Specific Prompt. (#20)

* Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

* Merge commit 'ecb47d73d6e000b472be6c5c0cdc9413c7734384'

* Update dataset_path in flickr30k.yaml

* Add coco_val and coco_test tasks to coco.yaml

* Squashed commit of the following:

commit 4d48d0c9b88e62dfebe05ec909b7f1851e9cd75d
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:59:12 2024 +0800

    refactor multi model code

commit 4a4b7bec200c72332b61a0c277cd8f8a34e4f721
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:51:16 2024 +0800

    print table at the end

commit 63739fc6fa0a462d807ae81de0db0173102de584
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:20:59 2024 +0800

    add yaml config to supprot multi-model eval

commit edcc752f97ea3845cefad56624e5d2855066f680
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:39:42 2024 +0800

    black

commit 41f4b63d3a6e83babe92bac32a7432a8ef740bb5
Merge: 7e8b57d 1d3fdd4
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:37:57 2024 +0800

    resolve conflicts in sqa

commit 7e8b57d3bcc21d2a049d3abbc8a8201631641db4
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:36:46 2024 +0800

    add model specific prompt and gen kwargs

commit ecb47d73d6e000b472be6c5c0cdc9413c7734384
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Thu Jan 25 09:47:31 2024 +0800

    [Dataset] Add flickr30k (#18)

    * Add flickr30k support

    * Black lint

    * Align prompt with NoCaps

commit dc23f4b42b1dd60b41904d7ddbee1412d6851077
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Date:   Wed Jan 24 22:10:14 2024 +0800

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

* Refactor image processing and submission file path

* Refactor directory creation logic in cli_evaluate_single function

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

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    * Refactor code in ContextSampler class

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

* Refactor image processing and submission file path

* Refactor directory creation logic in cli_evaluate_single function

* Update dataset path and test split in vqav2.yaml

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* Add 'tenacity' to dependencies in pyproject.toml

* Refactor code in ContextSampler class

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* Update Black version and line length

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

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Date:   Fri Jan 26 00:47:24 2024 +0800

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Date:   Thu Jan 25 10:09:43 2024 +0000

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Date:   Thu Jan 25 09:43:56 2024 +0000

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Date:   Thu Jan 25 09:32:54 2024 +0000

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Date:   Thu Jan 25 09:13:46 2024 +0000

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Date:   Thu Jan 25 04:58:28 2024 +0000

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Date:   Thu Jan 25 02:10:18 2024 +0000

    Add submission folder and update file paths for storing prediction results

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Date:   Thu Jan 25 09:47:31 2024 +0800

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Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

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Date:   Wed Jan 24 22:10:07 2024 +0800

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Date:   Wed Jan 24 14:08:06 2024 +0000

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Date:   Wed Jan 24 11:52:33 2024 +0000

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commit 95ef3ea519cbd772924f9a6afa5394979eb00432
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 19:51:34 2024 +0800

    Add output path file naming convention (#16)

    Update datetime format in get_datetime_str() function

* Fix bug in login functionality

* create vqav2_val

* Update vqav2_test.yaml

* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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Date:   Wed Jan 24 19:51:34 2024 +0800

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* Fix bug in login functionality

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* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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    refactor multi model code

commit 4a4b7bec200c72332b61a0c277cd8f8a34e4f721
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:51:16 2024 +0800

    print table at the end

commit 63739fc6fa0a462d807ae81de0db0173102de584
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:20:59 2024 +0800

    add yaml config to supprot multi-model eval

commit edcc752f97ea3845cefad56624e5d2855066f680
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:39:42 2024 +0800

    black

commit 41f4b63d3a6e83babe92bac32a7432a8ef740bb5
Merge: 7e8b57d 1d3fdd4
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:37:57 2024 +0800

    resolve conflicts i…
@Luodian Luodian deleted the dev_add_tp branch April 16, 2024 13:40
Luodian added a commit that referenced this pull request Jun 12, 2024
@Luodian @kcz358
@pufanyi @jzhang38 @JvThunder @XinrunDu @ygjin11 @KairuiHu
[WIP] adding video datasets (#93)
0863814 
* Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* Add coco, refcoco support

* Fix doc_to_visual error

* Fix segmentation mask error

* Add refcoco+, refcocog

* Remove debug code

* black lint

* Remove unused code and scripts

* Fix group stderr N/A error between str and int

* Fix letter case issue

* Update lmms_eval tasks and utils

* Fix coco test_split name

* Add llava-bench-in-the-wild support

* Black codestyle, lint

* Add COCO evaluation metric

* Add refcoco, refcocog, refcoco+ evaluation kit

* Add llava bench coco support

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* VQAv2 eval (#4)

* vqav2

* Add vqav2_process_results function and update vqav2_doc_to_text function

* Implement vqav2_process_results function to return exact match score

* Refactor fewshot_docs() to use config.fewshot_config

* Refactor Task class to handle fewshot_docs when training and validation docs are not available

* Add answer processing logic in vqav2_process_results function

* Refactor vqav2_process_results function and add submission aggregation

* Add vqav2_aggreate_submissions function to utils.py

* textvqa

* Refactor answer processing in textvqa_process_results() function

* textvqa eval

* Update dataset path and modify textvqa_doc_to_text function

* Capitalize the question in textvqa_doc_to_text function

* Update textvqa.yaml and utils.py

* Fix formatting issues in lmms_eval/api/task.py, lmms_eval/tasks/gqa/utils.py, lmms_eval/tasks/textvqa/utils.py, and lmms_eval/tasks/vqav2/utils.py

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

* [Big Changes] add LLaVA-1.6, MMVet, LLaVA-W, POPE, and many other changes on logs, model args. (#7)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* black lint

* Remove unused code and scripts

* Update lmms_eval tasks and utils

* Update LMMS-Eval dependencies and configurations

* Squashed commit of the following:

commit 209f3904f33210bec0b4b146e96fcbd67a4e1541
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Wed Jan 17 20:27:13 2024 +0800

    Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

    * Update author name and email in pyproject.toml

    * add mmvet and try to modify llava arch

    * Add coco, refcoco support

    * Fix doc_to_visual error

    * Fix segmentation mask error

    * Add refcoco+, refcocog

    * Remove debug code

    * black lint

    * Remove unused code and scripts

    * Fix group stderr N/A error between str and int

    * Fix letter case issue

    * Update lmms_eval tasks and utils

    * Fix coco test_split name

    * Add llava-bench-in-the-wild support

    * Black codestyle, lint

    * Add COCO evaluation metric

    * Add refcoco, refcocog, refcoco+ evaluation kit

    * Add llava bench coco support

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f9e48cec5493010a363b446b81a335ef1484e42f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

* Fix log_samples suffix typo and use hash for output name

* Refactor LMMS evaluation code and update LLAVA model properties

* matched response for mistral-llava

* Refactor logging in llava_aggregation function

* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

* add mmvet and try to modify llava arch

* black lint

* Update lmms_eval tasks and utils

* Update LMMS-Eval dependencies and configurations

* Squashed commit of the following:

commit 209f3904f33210bec0b4b146e96fcbd67a4e1541
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Wed Jan 17 20:27:13 2024 +0800

    Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

    * Update author name and email in pyproject.toml

    * add mmvet and try to modify llava arch

    * Add coco, refcoco support

    * Fix doc_to_visual error

    * Fix segmentation mask error

    * Add refcoco+, refcocog

    * Remove debug code

    * black lint

    * Remove unused code and scripts

    * Fix group stderr N/A error between str and int

    * Fix letter case issue

    * Update lmms_eval tasks and utils

    * Fix coco test_split name

    * Add llava-bench-in-the-wild support

    * Black codestyle, lint

    * Add COCO evaluation metric

    * Add refcoco, refcocog, refcoco+ evaluation kit

    * Add llava bench coco support

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f9e48cec5493010a363b446b81a335ef1484e42f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

* Fix log_samples suffix typo and use hash for output name

* Refactor LMMS evaluation code and update LLAVA model properties

* matched response for mistral-llava

* Refactor logging in llava_aggregation function

* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

* Refactor pope utils functions

* Update transformers dependency to version 4.36.2

* Revise llava-in-the-wild prompt for align

* Add default values for gen_kwargs in Llava class

* Fix formatting issues and import pdb for debugging

* Remove pdb.set_trace() and update default value for max_new_tokens

* Add llava loglikelihood

* Fix formatting and indentation issues in lmms_eval/api/metrics.py and lmms_eval/models/llava.py

* Update function to handle edge cases

This commit updates the function to handle edge cases, improving the overall reliability and robustness of the code.

* Update black version in pre-commit config

* Remove duplicate lines in gqa

* Another way to solve memory issue

* Handle exception in model generation

* Refactor pope_aggregate_results to use "score" key instead of "pope_accuracy"

* Update pope metrics aggregation functions

* Add model_to_prompt in pope.yaml

* Update pope.yaml configuration

* Refactor code to simplify construct_requests call

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>

* Add datetime to output name in cli_evaluate function

Add get_datetime_str function to utils.py

* Refactor pope_aggregate_f1_score function

* Fix datetime format in get_datetime_str function

* Update JSON dump indentation in cli_evaluate function

* Add datetime to output name in cli_evaluate function (#10)

* Revert "Add datetime to output name in cli_evaluate function"

This reverts commit ef26f78c46b50d8769a4fb6990b909162c2881c3.

* Add datetime to output name in cli_evaluate function

* [Datasets] Added POPE and Aligned. (#11)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

* Change coco from print to logger

* Add llava loglikelihood

* Add Nocaps support

* Fix pass through function

* Add textcaps support

* Fix textcaps eval image_id

* Add seedbench support

* Add seedbench ppl evaluation

* black lint

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* add mmmu (#15)

* add mmme

* black

* add mmmu (#15)

* add mmme

* black

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit 290126e6a269db4cca9b3544bd017d6c17012793
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 8b0227cd7b2602d096d773a01b2199d1f4110f22
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit c3cc24a89415aeccad31ccbb10642af677cd6fe5
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 0dbc5d16c4f45ebea8def5f0bc1a36fcd93f9a05
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

* Update dataset paths and improve user prompts

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* add model specific prompt and gen kwargs in sqa (#19)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add model specific prompt and gen kwargs in sqa (#19)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add chartqa

* black

* add ai2d

* black

* update chartqa

* blacl

* update ai2d dataset

* black

* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add chartqa

* black

* add ai2d

* black

* update chartqa

* blacl

* update ai2d dataset

* black

* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Datasets] Changes for Flickr30K and NoCaps, also merged Peiyuan's Model Specific Prompt. (#20)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

* Merge commit '842fbc6f2da7d9a118adf9ec27c3d8542d74168e'

* Update dataset_path in flickr30k.yaml

* Add coco_val and coco_test tasks to coco.yaml

* Squashed commit of the following:

commit 542a34dc5721ecdff6c5c68b0568692ad3a17149
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:59:12 2024 +0800

    refactor multi model code

commit 3c397b8af85192b1821b3b6a0d8b8df746b5347c
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:51:16 2024 +0800

    print table at the end

commit e7b8a2d1f1e7337f02298efafd2ebf81543f4f85
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:20:59 2024 +0800

    add yaml config to supprot multi-model eval

commit 2626383d99b5eac59d531ca0f293df960570c524
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:39:42 2024 +0800

    black

commit 8349935fe145e33af0007ad4fb0d71fd925be7a0
Merge: 7e8b57d 1d3fdd4
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:37:57 2024 +0800

    resolve conflicts in sqa

commit d4e8e2552d40752bfdc5bbf4cd962c1798096258
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:36:46 2024 +0800

    add model specific prompt and gen kwargs

commit 842fbc6f2da7d9a118adf9ec27c3d8542d74168e
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Thu Jan 25 09:47:31 2024 +0800

    [Dataset] Add flickr30k (#18)

    * Add flickr30k support

    * Black lint

    * Align prompt with NoCaps

commit 4bf0504fabc3b62f356c467b2fd1119083d27313
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

    * Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

    * Update dataset paths and improve user prompts

commit 520c7a2cafe60810aca79df814ce6829d4576032
Author: jzhang38 <a1286225768@gmail.com>
Date:   Wed Jan 24 13:56:51 2024 +0800

    black

commit 3a633240327c078fa4f5a75dbd38ad5bc0d468dd
Author: jzhang38 <a1286225768@gmail.com>
Date:   Wed Jan 24 13:55:43 2024 +0800

    add mmme

* Squashed commit of the following:

commit 542a34dc5721ecdff6c5c68b0568692ad3a17149
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:59:12 2024 +0800

    refactor multi model code

commit 3c397b8af85192b1821b3b6a0d8b8df746b5347c
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:51:16 2024 +0800

    print table at the end

commit e7b8a2d1f1e7337f02298efafd2ebf81543f4f85
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:20:59 2024 +0800

    add yaml config to supprot multi-model eval

commit 2626383d99b5eac59d531ca0f293df960570c524
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:39:42 2024 +0800

    black

commit 8349935fe145e33af0007ad4fb0d71fd925be7a0
Merge: 7e8b57d 1d3fdd4
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:37:57 2024 +0800

    resolve conflicts in sqa

commit d4e8e2552d40752bfdc5bbf4cd962c1798096258
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:36:46 2024 +0800

    add model specific prompt and gen kwargs

commit 520c7a2cafe60810aca79df814ce6829d4576032
Author: jzhang38 <a1286225768@gmail.com>
Date:   Wed Jan 24 13:56:51 2024 +0800

    black

commit 3a633240327c078fa4f5a75dbd38ad5bc0d468dd
Author: jzhang38 <a1286225768@gmail.com>
Date:   Wed Jan 24 13:55:43 2024 +0800

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* Squashed commit of the following:

commit b13a805623dfd9d826ddd440e1b5ecde773fbb12
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Fix cli itself can not run with config file

* Fix bug in login functionality

Refactor code for better performance

Add new feature for user authentication

Update UI layout for improved user experience

Fix typo in variable name

Optimize database queries for faster response time

Add error handling for edge cases

Update dependencies to latest versions

Remove unused code

Improve code readability and maintainability

* Refactor get_task_dict function to handle nested groups

* Add submission file for coco, flickr30k, nocaps, and textcaps tasks

* Remove unused files and update task configuration

* Fix tasks issue for nocaps, refcoco/+/g

* Fix file path and raise error if config file does not exist

* Exclude train in refcoco/+/g config

* Solve doc_iterator_for_counting crashing issue

* Black lint

* Refactor code to improve performance and readability

* Squashed commit of the following:

commit a2cc9303dc72e4d53983bb56e54a32e977c3e270
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 01:03:57 2024 +0800

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Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 00:55:40 2024 +0800

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Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 00:42:43 2024 +0800

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Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

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    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

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Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 01:05:46 2024 +0800

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Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 00:17:28 2024 +0800

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Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Thu Jan 25 23:49:47 2024 +0800

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Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Thu Jan 25 23:46:20 2024 +0800

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Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Thu Jan 25 17:41:03 2024 +0800

    add vizwizvqa eval rask

commit b13a805623dfd9d826ddd440e1b5ecde773fbb12
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Refactor mathvista.yaml and utils.py

* Add gpt_eval_score to mathvista_process_results

* Refactor mathvista_aggregate_results to return average accuracy score

* Fix refcoco evaluation error

* Fix evaluation problem for refcoco+/g

* Refactor mathvista.yaml and mathvista_evals.py

* Add dependencies and update YAML files

* Refactor mmbench_en/utils.py to save test results to separate Excel file

* Fix caption task prompt

* Add group field to mmbench_en_test and mmbench_en_val yaml files

* Delete mmbench_en_val.yaml file

* Update mmbench_cn.yaml and mmbench_cn_test.yaml

* Update mmbench_cn_val.yaml and utils.py

* Remove unused fields in mmbench_cn_cc_process_results function

* Update aggregation function for mmbench_en_dev.yaml

* Fix capitalization of L2-category key in utils.py

* Fix variable name in mmbench_process_results function

* Delete mmbench_cn_val.yaml file

* Update mathvista_test.yaml and mathvista_testmini.yaml

* Fix warnings and update mathvista.yaml

* Remove system message from MathVistaEvaluator

* Update GPT model version in MathVistaEvaluator constructor

* Update GQA_RAW_IMAGE_DATASET path in utils.py

* change vizwiz to test set

* Add split flag to mathvista_aggregate_results function

* Add higher_is_better: false to gpt_eval_info metric in d170_cn, d170_en, dc100_en, and dc200_cn yaml files

* Add download configuration for dataset

* Update GQA_RAW_IMAGE_DATASET path in utils.py

* add datasets

* Update gpt_eval_model_name in mathvista.yaml

* Merge commit '817eb057bcb61226b33d3ac3c8def01c36c90f96'

* Update pyproject.toml with dependencies and URLs

* Squashed commit of the following:

commit f253968ad703f682a29317bdd51ec6c1fd7c5465
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Sat Jan 27 13:56:37 2024 +0800

    Dev/add chartqa and ai2d (#23)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

    * add chartqa

    * black

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    * black

    * update chartqa

    * blacl

    * update ai2d dataset

    * black

    * Add 'submissions/' directory to .gitignore

    * Add Python setup and Black version installation workflow
    Refactor ContextSampler class in samplers.py
    Remove unnecessary line in DecontaminationFilter class
    Update dependencies in pyproject.toml

    * Refactor code in ContextSampler class

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

* Refactor image processing and submission file path

* Refactor directory creation logic in cli_evaluate_single function

* Update dataset path and test split in vqav2.yaml

* Remove "total" column from cap_details_columns DataFrame

* Add retry logic for dataset download

* Add 'tenacity' to dependencies in pyproject.toml

* Refactor code in ContextSampler class

* Update Black version and configuration, and improve code readability in ContextSampler

* Update Black version and line length

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

* [Datasets] Changes for Flickr30K and NoCaps, also merged Peiyuan's Model Specific Prompt. (#20)

* Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

* Merge commit 'ecb47d73d6e000b472be6c5c0cdc9413c7734384'

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Date:   Thu Jan 25 11:59:12 2024 +0800

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Date:   Thu Jan 25 11:51:16 2024 +0800

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Date:   Thu Jan 25 10:37:57 2024 +0800

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Date:   Thu Jan 25 10:36:46 2024 +0800

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Date:   Thu Jan 25 09:47:31 2024 +0800

    [Dataset] Add flickr30k (#18)

    * Add flickr30k support

    * Black lint

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commit dc23f4b42b1dd60b41904d7ddbee1412d6851077
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

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    * Update dataset paths and improve user prompts

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Date:   Wed Jan 24 13:55:43 2024 +0800

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Date:   Thu Jan 25 10:37:57 2024 +0800

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Date:   Thu Jan 25 10:36:46 2024 +0800

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Date:   Wed Jan 24 13:55:43 2024 +0800

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Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

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    * add model specific prompt and gen kwargs

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    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Fix cli itself can not run with config file

* Fix bug in login functionality

Refactor code for better performance

Add new feature for user authentication

Update UI layout for improved user experience

Fix typo in variable name

Optimize database queries for faster response time

Add error handling for edge cases

Update dependencies to latest versions

Remove unused code

Improve code readability and maintainability

* Refactor get_task_dict function to handle nested groups

* Add submission file for coco, flickr30k, nocaps, and textcaps tasks

* Remove unused files and update task configuration

* Fix tasks issue for nocaps, refcoco/+/g

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* Solve doc_iterator_for_counting crashing issue

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* Refactor code to improve performance and readability

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Date:   Fri Jan 26 00:42:43 2024 +0800

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Date:   Thu Jan 25 17:08:25 2024 +0800

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Date:   Thu Jan 25 23:46:20 2024 +0800

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Date:   Thu Jan 25 17:41:03 2024 +0800

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commit 18e984cfe173390843c73048a931baa17800f918
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

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    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Refactor mathvista.yaml and utils.py

* Add gpt_eval_score to mathvista_process_results

* Refactor mathvista_aggregate_results to return average accuracy score

* Fix refcoco evaluation error

* Fix evaluation problem for refcoco+/g

* Refactor mathvista.yaml and mathvista_evals.py

* Add dependencies and update YAML files

* Refactor mmbench_en/utils.py to save test results to separate Excel file

* Fix caption task prompt

* Add group field to mmbench_en_test and mmbench_en_val yaml files

* Delete mmbench_en_val.yaml file

* Update mmbench_cn.yaml and mmbench_cn_test.yaml

* Update mmbench_cn_val.yaml and utils.py

* Remove unused fields in mmbench_cn_cc_process_results function

* Update aggregation function for mmbench_en_dev.yaml

* Fix capitalization of L2-category key in utils.py

* Fix variable name in mmbench_process_results function

* Delete mmbench_cn_val.yaml file

* Update mathvista_test.yaml and mathvista_testmini.yaml

* Fix warnings and update mathvista.yaml

* Remove system message from MathVistaEvaluator

* Update GPT model version in MathVistaEvaluator constructor

* Update GQA_RAW_IMAGE_DATASET path in utils.py

* change vizwiz to test set

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* Add download configuration for dataset

* Update GQA_RAW_IMAGE_DATASET path in utils.py

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Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Sat Jan 27 13:56:37 2024 +0800

    Dev/add chartqa and ai2d (#23)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

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    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

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    * Add Python setup and Black version installation workflow
    Refactor ContextSampler class in samplers.py
    Remove unnecessary line in DecontaminationFilter class
    Update dependencies in pyproject.toml

    * Refactor code in ContextSampler class

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

* Refactor image processing and submission file path

* Refactor directory creation logic in cli_evaluate_single function

* Update dataset path and test split in vqav2.yaml

* Remove "total" column from cap_details_columns DataFrame

* Add retry logic for dataset download

* Add 'tenacity' to dependencies in pyproject.toml

* Refactor code in ContextSampler class

* Update Black version and configuration, and improve code readability in ContextSampler

* Update Black version and line length

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

* vqav2 (#25)

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Date:   Thu Jan 25 17:08:25 2024 +0800

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Date:   Thu Jan 25 09:47:31 2024 +0800

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Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

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Date:   Wed Jan 24 19:51:34 2024 +0800

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Date:   Thu Jan 25 17:17:06 2024 +0000

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Date:   Fri Jan 26 00:47:24 2024 +0800

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Date:   Thu Jan 25 10:09:43 2024 +0000

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Date:   Thu Jan 25 09:13:46 2024 +0000

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    Add error handling for edge cases

    Update dependencies to latest versions

    Remove unused code

    Improve code readability and maintainability

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Date:   Wed Jan 24 19:51:34 2024 +0800

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* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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Date:   Wed Jan 24 19:51:34 2024 +0800

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* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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commit d4e8e2552d407…
Luodian added a commit that referenced this pull request Jun 12, 2024
@pufanyi @kcz358
@Luodian @jzhang38 @JvThunder @XinrunDu @ygjin11 @KairuiHu
Gemini & Claude & NExT-QA (#95)
b55fa9a 
* Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* Add coco, refcoco support

* Fix doc_to_visual error

* Fix segmentation mask error

* Add refcoco+, refcocog

* Remove debug code

* black lint

* Remove unused code and scripts

* Fix group stderr N/A error between str and int

* Fix letter case issue

* Update lmms_eval tasks and utils

* Fix coco test_split name

* Add llava-bench-in-the-wild support

* Black codestyle, lint

* Add COCO evaluation metric

* Add refcoco, refcocog, refcoco+ evaluation kit

* Add llava bench coco support

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* VQAv2 eval (#4)

* vqav2

* Add vqav2_process_results function and update vqav2_doc_to_text function

* Implement vqav2_process_results function to return exact match score

* Refactor fewshot_docs() to use config.fewshot_config

* Refactor Task class to handle fewshot_docs when training and validation docs are not available

* Add answer processing logic in vqav2_process_results function

* Refactor vqav2_process_results function and add submission aggregation

* Add vqav2_aggreate_submissions function to utils.py

* textvqa

* Refactor answer processing in textvqa_process_results() function

* textvqa eval

* Update dataset path and modify textvqa_doc_to_text function

* Capitalize the question in textvqa_doc_to_text function

* Update textvqa.yaml and utils.py

* Fix formatting issues in lmms_eval/api/task.py, lmms_eval/tasks/gqa/utils.py, lmms_eval/tasks/textvqa/utils.py, and lmms_eval/tasks/vqav2/utils.py

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

* [Big Changes] add LLaVA-1.6, MMVet, LLaVA-W, POPE, and many other changes on logs, model args. (#7)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* black lint

* Remove unused code and scripts

* Update lmms_eval tasks and utils

* Update LMMS-Eval dependencies and configurations

* Squashed commit of the following:

commit 209f3904f33210bec0b4b146e96fcbd67a4e1541
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Wed Jan 17 20:27:13 2024 +0800

    Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

    * Update author name and email in pyproject.toml

    * add mmvet and try to modify llava arch

    * Add coco, refcoco support

    * Fix doc_to_visual error

    * Fix segmentation mask error

    * Add refcoco+, refcocog

    * Remove debug code

    * black lint

    * Remove unused code and scripts

    * Fix group stderr N/A error between str and int

    * Fix letter case issue

    * Update lmms_eval tasks and utils

    * Fix coco test_split name

    * Add llava-bench-in-the-wild support

    * Black codestyle, lint

    * Add COCO evaluation metric

    * Add refcoco, refcocog, refcoco+ evaluation kit

    * Add llava bench coco support

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f9e48cec5493010a363b446b81a335ef1484e42f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

* Fix log_samples suffix typo and use hash for output name

* Refactor LMMS evaluation code and update LLAVA model properties

* matched response for mistral-llava

* Refactor logging in llava_aggregation function

* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

* add mmvet and try to modify llava arch

* black lint

* Update lmms_eval tasks and utils

* Update LMMS-Eval dependencies and configurations

* Squashed commit of the following:

commit 209f3904f33210bec0b4b146e96fcbd67a4e1541
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Wed Jan 17 20:27:13 2024 +0800

    Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

    * Update author name and email in pyproject.toml

    * add mmvet and try to modify llava arch

    * Add coco, refcoco support

    * Fix doc_to_visual error

    * Fix segmentation mask error

    * Add refcoco+, refcocog

    * Remove debug code

    * black lint

    * Remove unused code and scripts

    * Fix group stderr N/A error between str and int

    * Fix letter case issue

    * Update lmms_eval tasks and utils

    * Fix coco test_split name

    * Add llava-bench-in-the-wild support

    * Black codestyle, lint

    * Add COCO evaluation metric

    * Add refcoco, refcocog, refcoco+ evaluation kit

    * Add llava bench coco support

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f9e48cec5493010a363b446b81a335ef1484e42f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

* Fix log_samples suffix typo and use hash for output name

* Refactor LMMS evaluation code and update LLAVA model properties

* matched response for mistral-llava

* Refactor logging in llava_aggregation function

* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

* Refactor pope utils functions

* Update transformers dependency to version 4.36.2

* Revise llava-in-the-wild prompt for align

* Add default values for gen_kwargs in Llava class

* Fix formatting issues and import pdb for debugging

* Remove pdb.set_trace() and update default value for max_new_tokens

* Add llava loglikelihood

* Fix formatting and indentation issues in lmms_eval/api/metrics.py and lmms_eval/models/llava.py

* Update function to handle edge cases

This commit updates the function to handle edge cases, improving the overall reliability and robustness of the code.

* Update black version in pre-commit config

* Remove duplicate lines in gqa

* Another way to solve memory issue

* Handle exception in model generation

* Refactor pope_aggregate_results to use "score" key instead of "pope_accuracy"

* Update pope metrics aggregation functions

* Add model_to_prompt in pope.yaml

* Update pope.yaml configuration

* Refactor code to simplify construct_requests call

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>

* Add datetime to output name in cli_evaluate function

Add get_datetime_str function to utils.py

* Refactor pope_aggregate_f1_score function

* Fix datetime format in get_datetime_str function

* Update JSON dump indentation in cli_evaluate function

* Add datetime to output name in cli_evaluate function (#10)

* Revert "Add datetime to output name in cli_evaluate function"

This reverts commit ef26f78c46b50d8769a4fb6990b909162c2881c3.

* Add datetime to output name in cli_evaluate function

* [Datasets] Added POPE and Aligned. (#11)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

* Change coco from print to logger

* Add llava loglikelihood

* Add Nocaps support

* Fix pass through function

* Add textcaps support

* Fix textcaps eval image_id

* Add seedbench support

* Add seedbench ppl evaluation

* black lint

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* add mmmu (#15)

* add mmme

* black

* add mmmu (#15)

* add mmme

* black

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit 290126e6a269db4cca9b3544bd017d6c17012793
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 8b0227cd7b2602d096d773a01b2199d1f4110f22
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit c3cc24a89415aeccad31ccbb10642af677cd6fe5
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 0dbc5d16c4f45ebea8def5f0bc1a36fcd93f9a05
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

* Update dataset paths and improve user prompts

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* add model specific prompt and gen kwargs in sqa (#19)

* add mmme

* black

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* black

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* black

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* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add chartqa

* black

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* black

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* black

* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Datasets] Changes for Flickr30K and NoCaps, also merged Peiyuan's Model Specific Prompt. (#20)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

* Merge commit '842fbc6f2da7d9a118adf9ec27c3d8542d74168e'

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Date:   Thu Jan 25 11:59:12 2024 +0800

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Date:   Thu Jan 25 10:37:57 2024 +0800

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commit d4e8e2552d40752bfdc5bbf4cd962c1798096258
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:36:46 2024 +0800

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Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Thu Jan 25 09:47:31 2024 +0800

    [Dataset] Add flickr30k (#18)

    * Add flickr30k support

    * Black lint

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commit 4bf0504fabc3b62f356c467b2fd1119083d27313
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Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

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    * Update dataset paths and improve user prompts

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Date:   Thu Jan 25 10:36:46 2024 +0800

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Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

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    * add mmme

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    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Fix cli itself can not run with config file

* Fix bug in login functionality

Refactor code for better performance

Add new feature for user authentication

Update UI layout for improved user experience

Fix typo in variable name

Optimize database queries for faster response time

Add error handling for edge cases

Update dependencies to latest versions

Remove unused code

Improve code readability and maintainability

* Refactor get_task_dict function to handle nested groups

* Add submission file for coco, flickr30k, nocaps, and textcaps tasks

* Remove unused files and update task configuration

* Fix tasks issue for nocaps, refcoco/+/g

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* Black lint

* Refactor code to improve performance and readability

* Squashed commit of the following:

commit a2cc9303dc72e4d53983bb56e54a32e977c3e270
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 01:03:57 2024 +0800

    change okvqa yaml

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Date:   Fri Jan 26 00:55:40 2024 +0800

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Date:   Fri Jan 26 00:42:43 2024 +0800

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commit b13a805623dfd9d826ddd440e1b5ecde773fbb12
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Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

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Date:   Fri Jan 26 01:06:02 2024 +0800

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commit e273f9cbd91540df86bdbc652bff88a847bd0d2d
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 01:05:46 2024 +0800

    revert example_eval

commit e84126aaaf8a07bd371a0571a914ccbcd3697f20
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 00:17:28 2024 +0800

    edit vizwiz utils

commit 110deab53dc1a2fd349b1872cd261b69074c5fa8
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Thu Jan 25 23:49:47 2024 +0800

    reorganize __init__

commit 0fa3e0c40075997ea80ed976bdee9615f17d3ece
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Thu Jan 25 23:46:20 2024 +0800

    minor fixes

commit 2aaca579120def99860f90054233f3358950fa66
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Thu Jan 25 17:41:03 2024 +0800

    add vizwizvqa eval rask

commit b13a805623dfd9d826ddd440e1b5ecde773fbb12
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Refactor mathvista.yaml and utils.py

* Add gpt_eval_score to mathvista_process_results

* Refactor mathvista_aggregate_results to return average accuracy score

* Fix refcoco evaluation error

* Fix evaluation problem for refcoco+/g

* Refactor mathvista.yaml and mathvista_evals.py

* Add dependencies and update YAML files

* Refactor mmbench_en/utils.py to save test results to separate Excel file

* Fix caption task prompt

* Add group field to mmbench_en_test and mmbench_en_val yaml files

* Delete mmbench_en_val.yaml file

* Update mmbench_cn.yaml and mmbench_cn_test.yaml

* Update mmbench_cn_val.yaml and utils.py

* Remove unused fields in mmbench_cn_cc_process_results function

* Update aggregation function for mmbench_en_dev.yaml

* Fix capitalization of L2-category key in utils.py

* Fix variable name in mmbench_process_results function

* Delete mmbench_cn_val.yaml file

* Update mathvista_test.yaml and mathvista_testmini.yaml

* Fix warnings and update mathvista.yaml

* Remove system message from MathVistaEvaluator

* Update GPT model version in MathVistaEvaluator constructor

* Update GQA_RAW_IMAGE_DATASET path in utils.py

* change vizwiz to test set

* Add split flag to mathvista_aggregate_results function

* Add higher_is_better: false to gpt_eval_info metric in d170_cn, d170_en, dc100_en, and dc200_cn yaml files

* Add download configuration for dataset

* Update GQA_RAW_IMAGE_DATASET path in utils.py

* add datasets

* Update gpt_eval_model_name in mathvista.yaml

* Merge commit '817eb057bcb61226b33d3ac3c8def01c36c90f96'

* Update pyproject.toml with dependencies and URLs

* Squashed commit of the following:

commit f253968ad703f682a29317bdd51ec6c1fd7c5465
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Sat Jan 27 13:56:37 2024 +0800

    Dev/add chartqa and ai2d (#23)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

    * add chartqa

    * black

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    * blacl

    * update ai2d dataset

    * black

    * Add 'submissions/' directory to .gitignore

    * Add Python setup and Black version installation workflow
    Refactor ContextSampler class in samplers.py
    Remove unnecessary line in DecontaminationFilter class
    Update dependencies in pyproject.toml

    * Refactor code in ContextSampler class

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

* Refactor image processing and submission file path

* Refactor directory creation logic in cli_evaluate_single function

* Update dataset path and test split in vqav2.yaml

* Remove "total" column from cap_details_columns DataFrame

* Add retry logic for dataset download

* Add 'tenacity' to dependencies in pyproject.toml

* Refactor code in ContextSampler class

* Update Black version and configuration, and improve code readability in ContextSampler

* Update Black version and line length

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

* [Datasets] Changes for Flickr30K and NoCaps, also merged Peiyuan's Model Specific Prompt. (#20)

* Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

* Update dataset paths and improve user prompts

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Date:   Thu Jan 25 10:37:57 2024 +0800

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Date:   Thu Jan 25 10:36:46 2024 +0800

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Date:   Thu Jan 25 09:47:31 2024 +0800

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Date:   Wed Jan 24 22:10:14 2024 +0800

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Date:   Thu Jan 25 10:36:46 2024 +0800

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Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

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    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

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* Fix bug in login functionality

Refactor code for better performance

Add new feature for user authentication

Update UI layout for improved user experience

Fix typo in variable name

Optimize database queries for faster response time

Add error handling for edge cases

Update dependencies to latest versions

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Improve code readability and maintainability

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Date:   Fri Jan 26 00:55:40 2024 +0800

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Date:   Fri Jan 26 00:42:43 2024 +0800

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Date:   Fri Jan 26 01:05:46 2024 +0800

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Date:   Fri Jan 26 00:17:28 2024 +0800

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Date:   Thu Jan 25 23:49:47 2024 +0800

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Date:   Thu Jan 25 23:46:20 2024 +0800

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Date:   Thu Jan 25 17:41:03 2024 +0800

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Date:   Thu Jan 25 17:08:25 2024 +0800

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    * add yaml config to supprot multi-model eval

    * print table at the end

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* Add gpt_eval_score to mathvista_process_results

* Refactor mathvista_aggregate_results to return average accuracy score

* Fix refcoco evaluation error

* Fix evaluation problem for refcoco+/g

* Refactor mathvista.yaml and mathvista_evals.py

* Add dependencies and update YAML files

* Refactor mmbench_en/utils.py to save test results to separate Excel file

* Fix caption task prompt

* Add group field to mmbench_en_test and mmbench_en_val yaml files

* Delete mmbench_en_val.yaml file

* Update mmbench_cn.yaml and mmbench_cn_test.yaml

* Update mmbench_cn_val.yaml and utils.py

* Remove unused fields in mmbench_cn_cc_process_results function

* Update aggregation function for mmbench_en_dev.yaml

* Fix capitalization of L2-category key in utils.py

* Fix variable name in mmbench_process_results function

* Delete mmbench_cn_val.yaml file

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* Fix warnings and update mathvista.yaml

* Remove system message from MathVistaEvaluator

* Update GPT model version in MathVistaEvaluator constructor

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Date:   Sat Jan 27 13:56:37 2024 +0800

    Dev/add chartqa and ai2d (#23)

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    * Refactor code in ContextSampler class

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

* Refactor image processing and submission file path

* Refactor directory creation logic in cli_evaluate_single function

* Update dataset path and test split in vqav2.yaml

* Remove "total" column from cap_details_columns DataFrame

* Add retry logic for dataset download

* Add 'tenacity' to dependencies in pyproject.toml

* Refactor code in ContextSampler class

* Update Black version and configuration, and improve code readability in ContextSampler

* Update Black version and line length

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

* vqav2 (#25)

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Date:   Wed Jan 24 22:10:14 2024 +0800

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Date:   Wed Jan 24 19:51:34 2024 +0800

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Date:   Thu Jan 25 04:58:28 2024 +0000

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Date:   Thu Jan 25 02:10:18 2024 +0000

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Date:   Thu Jan 25 09:47:31 2024 +0800

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Date:   Wed Jan 24 22:10:14 2024 +0800

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Date:   Wed Jan 24 22:10:07 2024 +0800

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Date:   Wed Jan 24 14:08:06 2024 +0000

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Date:   Wed Jan 24 11:52:33 2024 +0000

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commit 767f7e2cae60cf67ec5878234d84321395a3ed15
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 19:51:34 2024 +0800

    Add output path file naming convention (#16)

    Update datetime format in get_datetime_str() function

* Fix bug in login functionality

* create vqav2_val

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* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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Date:   Wed Jan 24 19:51:34 2024 +0800

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* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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commit d4e8e2552d40752…
Luodian added a commit that referenced this pull request Jun 12, 2024
@KairuiHu @kcz358
@Luodian @pufanyi @jzhang38 @JvThunder @XinrunDu @ygjin11
Complete the implementation of CVRR video dataset (#97)
00da77e 
* Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* Add coco, refcoco support

* Fix doc_to_visual error

* Fix segmentation mask error

* Add refcoco+, refcocog

* Remove debug code

* black lint

* Remove unused code and scripts

* Fix group stderr N/A error between str and int

* Fix letter case issue

* Update lmms_eval tasks and utils

* Fix coco test_split name

* Add llava-bench-in-the-wild support

* Black codestyle, lint

* Add COCO evaluation metric

* Add refcoco, refcocog, refcoco+ evaluation kit

* Add llava bench coco support

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* VQAv2 eval (#4)

* vqav2

* Add vqav2_process_results function and update vqav2_doc_to_text function

* Implement vqav2_process_results function to return exact match score

* Refactor fewshot_docs() to use config.fewshot_config

* Refactor Task class to handle fewshot_docs when training and validation docs are not available

* Add answer processing logic in vqav2_process_results function

* Refactor vqav2_process_results function and add submission aggregation

* Add vqav2_aggreate_submissions function to utils.py

* textvqa

* Refactor answer processing in textvqa_process_results() function

* textvqa eval

* Update dataset path and modify textvqa_doc_to_text function

* Capitalize the question in textvqa_doc_to_text function

* Update textvqa.yaml and utils.py

* Fix formatting issues in lmms_eval/api/task.py, lmms_eval/tasks/gqa/utils.py, lmms_eval/tasks/textvqa/utils.py, and lmms_eval/tasks/vqav2/utils.py

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

* [Big Changes] add LLaVA-1.6, MMVet, LLaVA-W, POPE, and many other changes on logs, model args. (#7)

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

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Date:   Wed Jan 17 20:26:58 2024 +0800

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* Fix logging issue and remove unnecessary whitespace

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* Add support for truncating context in generation

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* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

* add mmvet and try to modify llava arch

* black lint

* Update lmms_eval tasks and utils

* Update LMMS-Eval dependencies and configurations

* Squashed commit of the following:

commit 209f3904f33210bec0b4b146e96fcbd67a4e1541
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Wed Jan 17 20:27:13 2024 +0800

    Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

    * Update author name and email in pyproject.toml

    * add mmvet and try to modify llava arch

    * Add coco, refcoco support

    * Fix doc_to_visual error

    * Fix segmentation mask error

    * Add refcoco+, refcocog

    * Remove debug code

    * black lint

    * Remove unused code and scripts

    * Fix group stderr N/A error between str and int

    * Fix letter case issue

    * Update lmms_eval tasks and utils

    * Fix coco test_split name

    * Add llava-bench-in-the-wild support

    * Black codestyle, lint

    * Add COCO evaluation metric

    * Add refcoco, refcocog, refcoco+ evaluation kit

    * Add llava bench coco support

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f9e48cec5493010a363b446b81a335ef1484e42f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

* Fix log_samples suffix typo and use hash for output name

* Refactor LMMS evaluation code and update LLAVA model properties

* matched response for mistral-llava

* Refactor logging in llava_aggregation function

* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

* Refactor pope utils functions

* Update transformers dependency to version 4.36.2

* Revise llava-in-the-wild prompt for align

* Add default values for gen_kwargs in Llava class

* Fix formatting issues and import pdb for debugging

* Remove pdb.set_trace() and update default value for max_new_tokens

* Add llava loglikelihood

* Fix formatting and indentation issues in lmms_eval/api/metrics.py and lmms_eval/models/llava.py

* Update function to handle edge cases

This commit updates the function to handle edge cases, improving the overall reliability and robustness of the code.

* Update black version in pre-commit config

* Remove duplicate lines in gqa

* Another way to solve memory issue

* Handle exception in model generation

* Refactor pope_aggregate_results to use "score" key instead of "pope_accuracy"

* Update pope metrics aggregation functions

* Add model_to_prompt in pope.yaml

* Update pope.yaml configuration

* Refactor code to simplify construct_requests call

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>

* Add datetime to output name in cli_evaluate function

Add get_datetime_str function to utils.py

* Refactor pope_aggregate_f1_score function

* Fix datetime format in get_datetime_str function

* Update JSON dump indentation in cli_evaluate function

* Add datetime to output name in cli_evaluate function (#10)

* Revert "Add datetime to output name in cli_evaluate function"

This reverts commit ef26f78c46b50d8769a4fb6990b909162c2881c3.

* Add datetime to output name in cli_evaluate function

* [Datasets] Added POPE and Aligned. (#11)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

* Change coco from print to logger

* Add llava loglikelihood

* Add Nocaps support

* Fix pass through function

* Add textcaps support

* Fix textcaps eval image_id

* Add seedbench support

* Add seedbench ppl evaluation

* black lint

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* add mmmu (#15)

* add mmme

* black

* add mmmu (#15)

* add mmme

* black

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit 290126e6a269db4cca9b3544bd017d6c17012793
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 8b0227cd7b2602d096d773a01b2199d1f4110f22
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit c3cc24a89415aeccad31ccbb10642af677cd6fe5
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 0dbc5d16c4f45ebea8def5f0bc1a36fcd93f9a05
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

* Update dataset paths and improve user prompts

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* add model specific prompt and gen kwargs in sqa (#19)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

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* add model specific prompt and gen kwargs in sqa (#19)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* Dev/add chartqa and ai2d (#23)

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* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add chartqa

* black

* add ai2d

* black

* update chartqa

* blacl

* update ai2d dataset

* black

* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add chartqa

* black

* add ai2d

* black

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* blacl

* update ai2d dataset

* black

* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Datasets] Changes for Flickr30K and NoCaps, also merged Peiyuan's Model Specific Prompt. (#20)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

* Merge commit '842fbc6f2da7d9a118adf9ec27c3d8542d74168e'

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* Add coco_val and coco_test tasks to coco.yaml

* Squashed commit of the following:

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Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:59:12 2024 +0800

    refactor multi model code

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Date:   Thu Jan 25 11:51:16 2024 +0800

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Date:   Thu Jan 25 11:20:59 2024 +0800

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Date:   Thu Jan 25 10:39:42 2024 +0800

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Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:37:57 2024 +0800

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Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:36:46 2024 +0800

    add model specific prompt and gen kwargs

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Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Thu Jan 25 09:47:31 2024 +0800

    [Dataset] Add flickr30k (#18)

    * Add flickr30k support

    * Black lint

    * Align prompt with NoCaps

commit 4bf0504fabc3b62f356c467b2fd1119083d27313
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

    * Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

    * Update dataset paths and improve user prompts

commit 520c7a2cafe60810aca79df814ce6829d4576032
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Date:   Wed Jan 24 13:56:51 2024 +0800

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Date:   Wed Jan 24 13:55:43 2024 +0800

    add mmme

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Date:   Thu Jan 25 11:59:12 2024 +0800

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Date:   Thu Jan 25 11:51:16 2024 +0800

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Date:   Thu Jan 25 10:36:46 2024 +0800

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Date:   Wed Jan 24 13:55:43 2024 +0800

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commit b13a805623dfd9d826ddd440e1b5ecde773fbb12
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Fix cli itself can not run with config file

* Fix bug in login functionality

Refactor code for better performance

Add new feature for user authentication

Update UI layout for improved user experience

Fix typo in variable name

Optimize database queries for faster response time

Add error handling for edge cases

Update dependencies to latest versions

Remove unused code

Improve code readability and maintainability

* Refactor get_task_dict function to handle nested groups

* Add submission file for coco, flickr30k, nocaps, and textcaps tasks

* Remove unused files and update task configuration

* Fix tasks issue for nocaps, refcoco/+/g

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* Black lint

* Refactor code to improve performance and readability

* Squashed commit of the following:

commit a2cc9303dc72e4d53983bb56e54a32e977c3e270
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 01:03:57 2024 +0800

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Date:   Fri Jan 26 00:55:40 2024 +0800

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Date:   Fri Jan 26 00:42:43 2024 +0800

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Date:   Thu Jan 25 17:08:25 2024 +0800

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Date:   Thu Jan 25 23:46:20 2024 +0800

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Date:   Thu Jan 25 17:41:03 2024 +0800

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Date:   Thu Jan 25 17:08:25 2024 +0800

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    * add mmme

    * black

    * add model specific prompt and gen kwargs

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    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Refactor mathvista.yaml and utils.py

* Add gpt_eval_score to mathvista_process_results

* Refactor mathvista_aggregate_results to return average accuracy score

* Fix refcoco evaluation error

* Fix evaluation problem for refcoco+/g

* Refactor mathvista.yaml and mathvista_evals.py

* Add dependencies and update YAML files

* Refactor mmbench_en/utils.py to save test results to separate Excel file

* Fix caption task prompt

* Add group field to mmbench_en_test and mmbench_en_val yaml files

* Delete mmbench_en_val.yaml file

* Update mmbench_cn.yaml and mmbench_cn_test.yaml

* Update mmbench_cn_val.yaml and utils.py

* Remove unused fields in mmbench_cn_cc_process_results function

* Update aggregation function for mmbench_en_dev.yaml

* Fix capitalization of L2-category key in utils.py

* Fix variable name in mmbench_process_results function

* Delete mmbench_cn_val.yaml file

* Update mathvista_test.yaml and mathvista_testmini.yaml

* Fix warnings and update mathvista.yaml

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

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Date:   Thu Jan 25 08:38:11 2024 +0000

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Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 04:58:28 2024 +0000

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Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 02:12:25 2024 +0000

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commit c844ae49b18c1334711832208b0359c9439fe1c0
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 02:10:18 2024 +0000

    Add submission folder and update file paths for storing prediction results

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Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Thu Jan 25 09:47:31 2024 +0800

    [Dataset] Add flickr30k (#18)

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    * Black lint

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commit 4bf0504fabc3b62f356c467b2fd1119083d27313
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

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    * Update dataset paths and improve user prompts

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Merge: c6370bf 51f2eaa
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:07 2024 +0800

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Date:   Wed Jan 24 14:08:06 2024 +0000

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commit 966933754b9e5179995b3ab41d746603e13e75c6
Author: Bo Li <drluodian@gmail.com>
Date:   Wed Jan 24 11:52:33 2024 +0000

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commit 767f7e2cae60cf67ec5878234d84321395a3ed15
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 19:51:34 2024 +0800

    Add output path file naming convention (#16)

    Update datetime format in get_datetime_str() function

* Fix bug in login functionality

* create vqav2_val

* Update vqav2_test.yaml

* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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Date:   Thu Jan 25 09:32:54 2024 +0000

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Date:   Wed Jan 24 19:51:34 2024 +0800

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* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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…
kangreen0210 pushed a commit to kangreen0210/LIME that referenced this pull request Oct 6, 2024
@pufanyi @Luodian
VQAv2 eval (EvolvingLMMs-Lab#4)
de03f8e 
* vqav2

* Add vqav2_process_results function and update vqav2_doc_to_text function

* Implement vqav2_process_results function to return exact match score

* Refactor fewshot_docs() to use config.fewshot_config

* Refactor Task class to handle fewshot_docs when training and validation docs are not available

* Add answer processing logic in vqav2_process_results function

* Refactor vqav2_process_results function and add submission aggregation

* Add vqav2_aggreate_submissions function to utils.py

* textvqa

* Refactor answer processing in textvqa_process_results() function

* textvqa eval

* Update dataset path and modify textvqa_doc_to_text function

* Capitalize the question in textvqa_doc_to_text function

* Update textvqa.yaml and utils.py

* Fix formatting issues in lmms_eval/api/task.py, lmms_eval/tasks/gqa/utils.py, lmms_eval/tasks/textvqa/utils.py, and lmms_eval/tasks/vqav2/utils.py

---------

Co-authored-by: Li Bo <drluodian@gmail.com>
kangreen0210 pushed a commit to kangreen0210/LIME that referenced this pull request Oct 6, 2024
@Luodian
Merge pull request EvolvingLMMs-Lab#4 from EvolvingLMMs-Lab/dev_add_tp
748e3a4 
[Feat] add correct tensor parallelism for larger size model.
kangreen0210 pushed a commit to kangreen0210/LIME that referenced this pull request Oct 6, 2024
@Luodian @kcz358
@pufanyi @jzhang38 @JvThunder @XinrunDu @ygjin11 @KairuiHu
[WIP] adding video datasets (EvolvingLMMs-Lab#93)
ec44ab1 
* Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* Add coco, refcoco support

* Fix doc_to_visual error

* Fix segmentation mask error

* Add refcoco+, refcocog

* Remove debug code

* black lint

* Remove unused code and scripts

* Fix group stderr N/A error between str and int

* Fix letter case issue

* Update lmms_eval tasks and utils

* Fix coco test_split name

* Add llava-bench-in-the-wild support

* Black codestyle, lint

* Add COCO evaluation metric

* Add refcoco, refcocog, refcoco+ evaluation kit

* Add llava bench coco support

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* VQAv2 eval (#4)

* vqav2

* Add vqav2_process_results function and update vqav2_doc_to_text function

* Implement vqav2_process_results function to return exact match score

* Refactor fewshot_docs() to use config.fewshot_config

* Refactor Task class to handle fewshot_docs when training and validation docs are not available

* Add answer processing logic in vqav2_process_results function

* Refactor vqav2_process_results function and add submission aggregation

* Add vqav2_aggreate_submissions function to utils.py

* textvqa

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* textvqa eval

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* Capitalize the question in textvqa_doc_to_text function

* Update textvqa.yaml and utils.py

* Fix formatting issues in lmms_eval/api/task.py, lmms_eval/tasks/gqa/utils.py, lmms_eval/tasks/textvqa/utils.py, and lmms_eval/tasks/vqav2/utils.py

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

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    * Black codestyle, lint

    * Add COCO evaluation metric

    * Add refcoco, refcocog, refcoco+ evaluation kit

    * Add llava bench coco support

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f102f038a161fe667628accd2d9daa33e70fe74f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

* Fix log_samples suffix typo and use hash for output name

* Refactor LMMS evaluation code and update LLAVA model properties

* matched response for mistral-llava

* Refactor logging in llava_aggregation function

* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

* Refactor pope utils functions

* Update transformers dependency to version 4.36.2

* Revise llava-in-the-wild prompt for align

* Add default values for gen_kwargs in Llava class

* Fix formatting issues and import pdb for debugging

* Remove pdb.set_trace() and update default value for max_new_tokens

* Add llava loglikelihood

* Fix formatting and indentation issues in lmms_eval/api/metrics.py and lmms_eval/models/llava.py

* Update function to handle edge cases

This commit updates the function to handle edge cases, improving the overall reliability and robustness of the code.

* Update black version in pre-commit config

* Remove duplicate lines in gqa

* Another way to solve memory issue

* Handle exception in model generation

* Refactor pope_aggregate_results to use "score" key instead of "pope_accuracy"

* Update pope metrics aggregation functions

* Add model_to_prompt in pope.yaml

* Update pope.yaml configuration

* Refactor code to simplify construct_requests call

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>

* Add datetime to output name in cli_evaluate function

Add get_datetime_str function to utils.py

* Refactor pope_aggregate_f1_score function

* Fix datetime format in get_datetime_str function

* Update JSON dump indentation in cli_evaluate function

* Add datetime to output name in cli_evaluate function (#10)

* Revert "Add datetime to output name in cli_evaluate function"

This reverts commit ef26f78c46b50d8769a4fb6990b909162c2881c3.

* Add datetime to output name in cli_evaluate function

* [Datasets] Added POPE and Aligned. (#11)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

* Change coco from print to logger

* Add llava loglikelihood

* Add Nocaps support

* Fix pass through function

* Add textcaps support

* Fix textcaps eval image_id

* Add seedbench support

* Add seedbench ppl evaluation

* black lint

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* add mmmu (#15)

* add mmme

* black

* add mmmu (#15)

* add mmme

* black

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit 290126e6a269db4cca9b3544bd017d6c17012793
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 8b0227cd7b2602d096d773a01b2199d1f4110f22
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* Remove unused function llava_aggregation

* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

* Update generation parameters in scienceqa.yaml

* Solve memory issue for building context

* Solved gather result error

* Update lmms_eval scienceqa_img config

* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit c3cc24a89415aeccad31ccbb10642af677cd6fe5
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

    * add mmme

    * black

commit 0dbc5d16c4f45ebea8def5f0bc1a36fcd93f9a05
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

* Update dataset paths and improve user prompts

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* add model specific prompt and gen kwargs in sqa (#19)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add model specific prompt and gen kwargs in sqa (#19)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add chartqa

* black

* add ai2d

* black

* update chartqa

* blacl

* update ai2d dataset

* black

* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

* add chartqa

* black

* add ai2d

* black

* update chartqa

* blacl

* update ai2d dataset

* black

* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Datasets] Changes for Flickr30K and NoCaps, also merged Peiyuan's Model Specific Prompt. (#20)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

* Merge commit '842fbc6f2da7d9a118adf9ec27c3d8542d74168e'

* Update dataset_path in flickr30k.yaml

* Add coco_val and coco_test tasks to coco.yaml

* Squashed commit of the following:

commit 542a34dc5721ecdff6c5c68b0568692ad3a17149
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:59:12 2024 +0800

    refactor multi model code

commit 3c397b8af85192b1821b3b6a0d8b8df746b5347c
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:51:16 2024 +0800

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Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:20:59 2024 +0800

    add yaml config to supprot multi-model eval

commit 2626383d99b5eac59d531ca0f293df960570c524
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:39:42 2024 +0800

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Merge: 7e8b57d 4d11dce
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:37:57 2024 +0800

    resolve conflicts in sqa

commit d4e8e2552d40752bfdc5bbf4cd962c1798096258
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:36:46 2024 +0800

    add model specific prompt and gen kwargs

commit 842fbc6f2da7d9a118adf9ec27c3d8542d74168e
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Thu Jan 25 09:47:31 2024 +0800

    [Dataset] Add flickr30k (#18)

    * Add flickr30k support

    * Black lint

    * Align prompt with NoCaps

commit 4bf0504fabc3b62f356c467b2fd1119083d27313
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

    * Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

    * Update dataset paths and improve user prompts

commit 520c7a2cafe60810aca79df814ce6829d4576032
Author: jzhang38 <a1286225768@gmail.com>
Date:   Wed Jan 24 13:56:51 2024 +0800

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Author: jzhang38 <a1286225768@gmail.com>
Date:   Wed Jan 24 13:55:43 2024 +0800

    add mmme

* Squashed commit of the following:

commit 542a34dc5721ecdff6c5c68b0568692ad3a17149
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:59:12 2024 +0800

    refactor multi model code

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Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:51:16 2024 +0800

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Date:   Thu Jan 25 11:20:59 2024 +0800

    add yaml config to supprot multi-model eval

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Date:   Thu Jan 25 10:39:42 2024 +0800

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Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:37:57 2024 +0800

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Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:36:46 2024 +0800

    add model specific prompt and gen kwargs

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Date:   Wed Jan 24 13:56:51 2024 +0800

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Author: jzhang38 <a1286225768@gmail.com>
Date:   Wed Jan 24 13:55:43 2024 +0800

    add mmme

* Squashed commit of the following:

commit b13a805623dfd9d826ddd440e1b5ecde773fbb12
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Fix cli itself can not run with config file

* Fix bug in login functionality

Refactor code for better performance

Add new feature for user authentication

Update UI layout for improved user experience

Fix typo in variable name

Optimize database queries for faster response time

Add error handling for edge cases

Update dependencies to latest versions

Remove unused code

Improve code readability and maintainability

* Refactor get_task_dict function to handle nested groups

* Add submission file for coco, flickr30k, nocaps, and textcaps tasks

* Remove unused files and update task configuration

* Fix tasks issue for nocaps, refcoco/+/g

* Fix file path and raise error if config file does not exist

* Exclude train in refcoco/+/g config

* Solve doc_iterator_for_counting crashing issue

* Black lint

* Refactor code to improve performance and readability

* Squashed commit of the following:

commit a2cc9303dc72e4d53983bb56e54a32e977c3e270
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 01:03:57 2024 +0800

    change okvqa yaml

commit 35e87e7c7a480d005abf607c2527a35457d92311
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 00:55:40 2024 +0800

    change yaml

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Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 00:42:43 2024 +0800

    add okvqa task

commit b13a805623dfd9d826ddd440e1b5ecde773fbb12
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

    * add mmme

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    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Squashed commit of the following:

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Date:   Fri Jan 26 01:06:02 2024 +0800

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Date:   Fri Jan 26 01:05:46 2024 +0800

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Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Fri Jan 26 00:17:28 2024 +0800

    edit vizwiz utils

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Date:   Thu Jan 25 23:49:47 2024 +0800

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commit 0fa3e0c40075997ea80ed976bdee9615f17d3ece
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Thu Jan 25 23:46:20 2024 +0800

    minor fixes

commit 2aaca579120def99860f90054233f3358950fa66
Author: JvThunder <joshuaadrianc@gmail.com>
Date:   Thu Jan 25 17:41:03 2024 +0800

    add vizwizvqa eval rask

commit b13a805623dfd9d826ddd440e1b5ecde773fbb12
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Thu Jan 25 17:08:25 2024 +0800

    add model specific prompt and gen kwargs in sqa (#19)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

* Refactor mathvista.yaml and utils.py

* Add gpt_eval_score to mathvista_process_results

* Refactor mathvista_aggregate_results to return average accuracy score

* Fix refcoco evaluation error

* Fix evaluation problem for refcoco+/g

* Refactor mathvista.yaml and mathvista_evals.py

* Add dependencies and update YAML files

* Refactor mmbench_en/utils.py to save test results to separate Excel file

* Fix caption task prompt

* Add group field to mmbench_en_test and mmbench_en_val yaml files

* Delete mmbench_en_val.yaml file

* Update mmbench_cn.yaml and mmbench_cn_test.yaml

* Update mmbench_cn_val.yaml and utils.py

* Remove unused fields in mmbench_cn_cc_process_results function

* Update aggregation function for mmbench_en_dev.yaml

* Fix capitalization of L2-category key in utils.py

* Fix variable name in mmbench_process_results function

* Delete mmbench_cn_val.yaml file

* Update mathvista_test.yaml and mathvista_testmini.yaml

* Fix warnings and update mathvista.yaml

* Remove system message from MathVistaEvaluator

* Update GPT model version in MathVistaEvaluator constructor

* Update GQA_RAW_IMAGE_DATASET path in utils.py

* change vizwiz to test set

* Add split flag to mathvista_aggregate_results function

* Add higher_is_better: false to gpt_eval_info metric in d170_cn, d170_en, dc100_en, and dc200_cn yaml files

* Add download configuration for dataset

* Update GQA_RAW_IMAGE_DATASET path in utils.py

* add datasets

* Update gpt_eval_model_name in mathvista.yaml

* Merge commit '817eb057bcb61226b33d3ac3c8def01c36c90f96'

* Update pyproject.toml with dependencies and URLs

* Squashed commit of the following:

commit f253968ad703f682a29317bdd51ec6c1fd7c5465
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Sat Jan 27 13:56:37 2024 +0800

    Dev/add chartqa and ai2d (#23)

    * add mmme

    * black

    * add model specific prompt and gen kwargs

    * black

    * add yaml config to supprot multi-model eval

    * print table at the end

    * refactor multi model code

    * add chartqa

    * black

    * add ai2d

    * black

    * update chartqa

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    Remove unnecessary line in DecontaminationFilter class
    Update dependencies in pyproject.toml

    * Refactor code in ContextSampler class

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

* Refactor image processing and submission file path

* Refactor directory creation logic in cli_evaluate_single function

* Update dataset path and test split in vqav2.yaml

* Remove "total" column from cap_details_columns DataFrame

* Add retry logic for dataset download

* Add 'tenacity' to dependencies in pyproject.toml

* Refactor code in ContextSampler class

* Update Black version and configuration, and improve code readability in ContextSampler

* Update Black version and line length

---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

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commit 4bf0504fabc3b62f356c467b2fd1119083d27313
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

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    * Update dataset paths and improve user prompts

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Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:07 2024 +0800

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Date:   Wed Jan 24 14:08:06 2024 +0000

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commit 966933754b9e5179995b3ab41d746603e13e75c6
Author: Bo Li <drluodian@gmail.com>
Date:   Wed Jan 24 11:52:33 2024 +0000

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commit 767f7e2cae60cf67ec5878234d84321395a3ed15
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 19:51:34 2024 +0800

    Add output path file naming convention (#16)

    Update datetime format in get_datetime_str() function

* Fix bug in login functionality

* create vqav2_val

* Update vqav2_test.yaml

* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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Date:   Thu Jan 25 17:17:06 2024 +0000

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Date:   Thu Jan 25 09:32:54 2024 +0000

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Date:   Thu Jan 25 09:13:46 2024 +0000

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Date:   Wed Jan 24 22:10:14 2024 +0800

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Date:   Wed Jan 24 22:10:07 2024 +0800

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Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 19:51:34 2024 +0800

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* Fix bug in login functionality

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* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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commit d4e8e2552d407…
kangreen0210 pushed a commit to kangreen0210/LIME that referenced this pull request Oct 6, 2024
@pufanyi @kcz358
@Luodian @jzhang38 @JvThunder @XinrunDu @ygjin11 @KairuiHu
Gemini & Claude & NExT-QA (EvolvingLMMs-Lab#95)
92510f0 
* Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* Add coco, refcoco support

* Fix doc_to_visual error

* Fix segmentation mask error

* Add refcoco+, refcocog

* Remove debug code

* black lint

* Remove unused code and scripts

* Fix group stderr N/A error between str and int

* Fix letter case issue

* Update lmms_eval tasks and utils

* Fix coco test_split name

* Add llava-bench-in-the-wild support

* Black codestyle, lint

* Add COCO evaluation metric

* Add refcoco, refcocog, refcoco+ evaluation kit

* Add llava bench coco support

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* VQAv2 eval (#4)

* vqav2

* Add vqav2_process_results function and update vqav2_doc_to_text function

* Implement vqav2_process_results function to return exact match score

* Refactor fewshot_docs() to use config.fewshot_config

* Refactor Task class to handle fewshot_docs when training and validation docs are not available

* Add answer processing logic in vqav2_process_results function

* Refactor vqav2_process_results function and add submission aggregation

* Add vqav2_aggreate_submissions function to utils.py

* textvqa

* Refactor answer processing in textvqa_process_results() function

* textvqa eval

* Update dataset path and modify textvqa_doc_to_text function

* Capitalize the question in textvqa_doc_to_text function

* Update textvqa.yaml and utils.py

* Fix formatting issues in lmms_eval/api/task.py, lmms_eval/tasks/gqa/utils.py, lmms_eval/tasks/textvqa/utils.py, and lmms_eval/tasks/vqav2/utils.py

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

* [Big Changes] add LLaVA-1.6, MMVet, LLaVA-W, POPE, and many other changes on logs, model args. (#7)

* Update author name and email in pyproject.toml

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

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Date:   Wed Jan 17 20:26:58 2024 +0800

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* Add support for truncating context in generation

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* Update YAML configuration files

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f102f038a161fe667628accd2d9daa33e70fe74f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

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* Update YAML configuration files

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* Fix logging information in llava_aggregation function

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* Fix formatting and indentation issues in lmms_eval/api/metrics.py and lmms_eval/models/llava.py

* Update function to handle edge cases

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>

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* Fix datetime format in get_datetime_str function

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* Add datetime to output name in cli_evaluate function (#10)

* Revert "Add datetime to output name in cli_evaluate function"

This reverts commit ef26f78c46b50d8769a4fb6990b909162c2881c3.

* Add datetime to output name in cli_evaluate function

* [Datasets] Added POPE and Aligned. (#11)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

* Change coco from print to logger

* Add llava loglikelihood

* Add Nocaps support

* Fix pass through function

* Add textcaps support

* Fix textcaps eval image_id

* Add seedbench support

* Add seedbench ppl evaluation

* black lint

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* add mmmu (#15)

* add mmme

* black

* add mmmu (#15)

* add mmme

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* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

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* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

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* Refactor llava_process_results and llava_aggregation functions

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* Refractor llava-bench aggregation code

* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

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* Fixed nocaps store results

* Revise seedbench prompt

* Squashed commit of the following:

commit 290126e6a269db4cca9b3544bd017d6c17012793
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

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commit 8b0227cd7b2602d096d773a01b2199d1f4110f22
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

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    * Refactor get_eval function to include retries

    * Add token parameter to load_dataset function in gqa_doc_to_visual

    * Refactor llava_process_results and llava_aggregation functions

commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

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* Add logs and scripts to .gitignore, and set image_aspect_ratio to original in scienceqa.yaml

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commit c3cc24a89415aeccad31ccbb10642af677cd6fe5
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

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commit 0dbc5d16c4f45ebea8def5f0bc1a36fcd93f9a05
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

    * Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

    * Update prompt variable in lmms_eval tasks

    * Refactor output_name variable in cli_evaluate function

    * Fix logging message in mmvet_process_results function

    * Update sleep time in get_chat_response function

    * Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

    * Refactor get_eval function to include retries

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commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

    * Add seedbench ppl evaluation

    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* [Datasets] modify NoCaps data path and prompts (#17)

* Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

* Update dataset paths and improve user prompts

* [Dataset] Add flickr30k (#18)

* Add flickr30k support

* Black lint

* Align prompt with NoCaps

* [Dataset] Add flickr30k (#18)

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* Black lint

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* Add 'submissions/' directory to .gitignore

* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

* black

* add yaml config to supprot multi-model eval

* print table at the end

* refactor multi model code

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* black

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* Add Python setup and Black version installation workflow
Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Datasets] Changes for Flickr30K and NoCaps, also merged Peiyuan's Model Specific Prompt. (#20)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

* Merge commit '842fbc6f2da7d9a118adf9ec27c3d8542d74168e'

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Date:   Thu Jan 25 10:37:57 2024 +0800

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Date:   Thu Jan 25 10:36:46 2024 +0800

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Date:   Thu Jan 25 09:47:31 2024 +0800

    [Dataset] Add flickr30k (#18)

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Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

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Date:   Thu Jan 25 17:08:25 2024 +0800

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* Refactor get_task_dict function to handle nested groups

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Date:   Thu Jan 25 17:41:03 2024 +0800

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Date:   Thu Jan 25 17:08:25 2024 +0800

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    * print table at the end

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* Refactor mathvista_aggregate_results to return average accuracy score

* Fix refcoco evaluation error

* Fix evaluation problem for refcoco+/g

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* Fix caption task prompt

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commit f253968ad703f682a29317bdd51ec6c1fd7c5465
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Sat Jan 27 13:56:37 2024 +0800

    Dev/add chartqa and ai2d (#23)

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    Refactor ContextSampler class in samplers.py
    Remove unnecessary line in DecontaminationFilter class
    Update dependencies in pyproject.toml

    * Refactor code in ContextSampler class

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

* Refactor image processing and submission file path

* Refactor directory creation logic in cli_evaluate_single function

* Update dataset path and test split in vqav2.yaml

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* Refactor code in ContextSampler class

* Update Black version and configuration, and improve code readability in ContextSampler

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

* [Datasets] Changes for Flickr30K and NoCaps, also merged Peiyuan's Model Specific Prompt. (#20)

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* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

* Merge commit 'ecb47d73d6e000b472be6c5c0cdc9413c7734384'

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

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Date:   Wed Jan 24 19:51:34 2024 +0800

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---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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commit dc23f4b42b1dd60b41904d7ddbee1412d6851077
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

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    * Update dataset paths and improve user prompts

commit 95ef3ea519cbd772924f9a6afa5394979eb00432
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 19:51:34 2024 +0800

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Date:   Thu Jan 25 17:17:06 2024 +0000

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Date:   Thu Jan 25 10:09:43 2024 +0000

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Date:   Thu Jan 25 09:32:54 2024 +0000

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Date:   Thu Jan 25 09:13:46 2024 +0000

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    Add new feature for user authentication

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    Date:   Wed Jan 24 22:10:14 2024 +0800

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Date:   Thu Jan 25 08:38:11 2024 +0000

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Date:   Thu Jan 25 04:58:28 2024 +0000

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Date:   Thu Jan 25 02:10:18 2024 +0000

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Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

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    * Update dataset paths and improve user prompts

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Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:07 2024 +0800

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commit c6370bff65903681f00cf3d07111d8e15a57b619
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Date:   Wed Jan 24 14:08:06 2024 +0000

    Update dataset paths and improve user prompts

commit 810daf458fa94cb3ec2b4a6cc5ecb1e656a24002
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Date:   Wed Jan 24 11:52:33 2024 +0000

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commit 95ef3ea519cbd772924f9a6afa5394979eb00432
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 19:51:34 2024 +0800

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    Update datetime format in get_datetime_str() function

* Fix bug in login functionality

* create vqav2_val

* Update vqav2_test.yaml

* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

* vizwiz dataset (#24)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

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commit d4e8e2552d40752…
kangreen0210 pushed a commit to kangreen0210/LIME that referenced this pull request Oct 6, 2024
@KairuiHu @kcz358
@Luodian @pufanyi @jzhang38 @JvThunder @XinrunDu @ygjin11
Complete the implementation of CVRR video dataset (EvolvingLMMs-Lab#97)
ea690c3 
* Add COCO, RefCOCO, RefCOCO+, RefCOCOg (#5)

* Update author name and email in pyproject.toml

* add mmvet and try to modify llava arch

* Add coco, refcoco support

* Fix doc_to_visual error

* Fix segmentation mask error

* Add refcoco+, refcocog

* Remove debug code

* black lint

* Remove unused code and scripts

* Fix group stderr N/A error between str and int

* Fix letter case issue

* Update lmms_eval tasks and utils

* Fix coco test_split name

* Add llava-bench-in-the-wild support

* Black codestyle, lint

* Add COCO evaluation metric

* Add refcoco, refcocog, refcoco+ evaluation kit

* Add llava bench coco support

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* VQAv2 eval (#4)

* vqav2

* Add vqav2_process_results function and update vqav2_doc_to_text function

* Implement vqav2_process_results function to return exact match score

* Refactor fewshot_docs() to use config.fewshot_config

* Refactor Task class to handle fewshot_docs when training and validation docs are not available

* Add answer processing logic in vqav2_process_results function

* Refactor vqav2_process_results function and add submission aggregation

* Add vqav2_aggreate_submissions function to utils.py

* textvqa

* Refactor answer processing in textvqa_process_results() function

* textvqa eval

* Update dataset path and modify textvqa_doc_to_text function

* Capitalize the question in textvqa_doc_to_text function

* Update textvqa.yaml and utils.py

* Fix formatting issues in lmms_eval/api/task.py, lmms_eval/tasks/gqa/utils.py, lmms_eval/tasks/textvqa/utils.py, and lmms_eval/tasks/vqav2/utils.py

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

* [Big Changes] add LLaVA-1.6, MMVet, LLaVA-W, POPE, and many other changes on logs, model args. (#7)

* Update author name and email in pyproject.toml

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f102f038a161fe667628accd2d9daa33e70fe74f
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Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

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* matched response for mistral-llava

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* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

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    * add mmvet and try to modify llava arch

    * Add coco, refcoco support

    * Fix doc_to_visual error

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    * Add refcoco+, refcocog

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    * Add refcoco, refcocog, refcoco+ evaluation kit

    * Add llava bench coco support

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

commit f102f038a161fe667628accd2d9daa33e70fe74f
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 17 20:26:58 2024 +0800

    Update utils.py (#6)

* Fix logging issue and remove unnecessary whitespace

* Add openai and pycocoevalcap dependencies

* Fix device mapping issue in Llava constructor

* Add support for truncating context in generation

* Update Llava model and evaluation configuration

* Update YAML configuration files

* Update YAML configuration files

* add otterhd and gemini models

* Add support for custom image aspect ratio in Llava model

* Add dataset_kwargs and max_gen_toks to YAML files

* Fix log_samples suffix typo and use hash for output name

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* matched response for mistral-llava

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* Print evaluation statistics instead of logging them

* Fix logging information in llava_aggregation function

* Add new models and dataset_kwargs for COCO tasks

* Update truncate_context parameter in Llava class constructor

* Update dataset_kwargs in YAML files

* Remove issue type tags from issue and pull request templates

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* Fix formatting issues and import pdb for debugging

* Remove pdb.set_trace() and update default value for max_new_tokens

* Add llava loglikelihood

* Fix formatting and indentation issues in lmms_eval/api/metrics.py and lmms_eval/models/llava.py

* Update function to handle edge cases

This commit updates the function to handle edge cases, improving the overall reliability and robustness of the code.

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* Handle exception in model generation

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>

* Add datetime to output name in cli_evaluate function

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* Refactor pope_aggregate_f1_score function

* Fix datetime format in get_datetime_str function

* Update JSON dump indentation in cli_evaluate function

* Add datetime to output name in cli_evaluate function (#10)

* Revert "Add datetime to output name in cli_evaluate function"

This reverts commit ef26f78c46b50d8769a4fb6990b909162c2881c3.

* Add datetime to output name in cli_evaluate function

* [Datasets] Added POPE and Aligned. (#11)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

* Change coco from print to logger

* Add llava loglikelihood

* Add Nocaps support

* Fix pass through function

* Add textcaps support

* Fix textcaps eval image_id

* Add seedbench support

* Add seedbench ppl evaluation

* black lint

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* [Datasets] Add four internal evaluation datasets (#13)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

* Refactor get_eval function to include retries

* Add token parameter to load_dataset function in gqa_doc_to_visual

* Refactor llava_process_results and llava_aggregation functions

* add mmmu (#15)

* add mmme

* black

* add mmmu (#15)

* add mmme

* black

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

* Update prompt variable in lmms_eval tasks

* Refactor output_name variable in cli_evaluate function

* Fix logging message in mmvet_process_results function

* Update sleep time in get_chat_response function

* Merge commit 'fec494dbe5971e8fa5a886b191a4781be3ce7a6f'

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* Squashed commit of the following:

commit 290126e6a269db4cca9b3544bd017d6c17012793
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

    add mmmu (#15)

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commit 8b0227cd7b2602d096d773a01b2199d1f4110f22
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

    * Remove unused variable in mmvet_process_results function

    * Remove unused imports in utils.py

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commit fec494dbe5971e8fa5a886b191a4781be3ce7a6f
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

    * Change coco from print to logger

    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

    * Add seedbench support

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    * black lint

commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* [Memory issue] Solve memory issue for building context (#14)

* Update generation_kwargs in pope.yaml

* Update pope_doc_to_text function

* Remove unused variable in mmvet_process_results function

* Remove unused imports in utils.py

* Refactor get_chat_response function to include retries for API requests

* Update gpt_eval_model_name in lmms_eval/tasks/dc100_en.yaml and add retry logic in get_chat_response function

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commit c3cc24a89415aeccad31ccbb10642af677cd6fe5
Author: Zhang Peiyuan <a1286225768@gmail.com>
Date:   Wed Jan 24 14:07:36 2024 +0800

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commit 0dbc5d16c4f45ebea8def5f0bc1a36fcd93f9a05
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 10:00:33 2024 +0800

    [Datasets] Add four internal evaluation datasets (#13)

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    * Update pope_doc_to_text function

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    * Remove unused imports in utils.py

    * Refactor get_chat_response function to include retries for API requests

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    * Update prompt variable in lmms_eval tasks

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Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Tue Jan 23 19:17:40 2024 +0800

    [Dataset] Add SEED-Bench, TextCaps, NoCaps (#12)

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    * Add llava loglikelihood

    * Add Nocaps support

    * Fix pass through function

    * Add textcaps support

    * Fix textcaps eval image_id

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commit 4c3c2c63a681f29c537c2467957de1a90568748d
Author: Li Bo <drluodian@gmail.com>
Date:   Tue Jan 23 19:17:12 2024 +0800

    [Datasets] Added POPE and Aligned. (#11)

    * Update generation_kwargs in pope.yaml

    * Update pope_doc_to_text function

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

* Add output path file naming convention (#16)

Update datetime format in get_datetime_str() function

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* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

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* Update dataset paths and improve user prompts

* [Dataset] Add flickr30k (#18)

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Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

* Refactor code in ContextSampler class

---------

Co-authored-by: Bo Li <drluodian@gmail.com>

* Dev/add chartqa and ai2d (#23)

* add mmme

* black

* add model specific prompt and gen kwargs

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Refactor ContextSampler class in samplers.py
Remove unnecessary line in DecontaminationFilter class
Update dependencies in pyproject.toml

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---------

Co-authored-by: Bo Li <drluodian@gmail.com>

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    [Dataset] Add flickr30k (#18)

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Date:   Wed Jan 24 22:10:14 2024 +0800

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Date:   Sat Jan 27 13:56:37 2024 +0800

    Dev/add chartqa and ai2d (#23)

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    * Refactor code in ContextSampler class

    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

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    ---------

    Co-authored-by: Bo Li <drluodian@gmail.com>

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---------

Co-authored-by: kcz358 <92624596+kcz358@users.noreply.github.com>
Co-authored-by: Fanyi Pu <FPU001@e.ntu.edu.sg>

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Date:   Wed Jan 24 19:51:34 2024 +0800

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---------

Co-authored-by: Li Bo <drluodian@gmail.com>

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Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 10:09:43 2024 +0000

    Remove unused files and update task configuration

commit 9976eb8e9ed03c8613725fdbd822ef5d8cf70e47
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 09:43:56 2024 +0000

    Add submission file for coco, flickr30k, nocaps, and textcaps tasks

commit 95f97a69faa6129676e89eee14960fcfe2076b7c
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 09:32:54 2024 +0000

    Refactor get_task_dict function to handle nested groups

commit 3b79ee842b2488714baf92ab34528ef77989d392
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 09:13:46 2024 +0000

    Fix bug in login functionality

    Refactor code for better performance

    Add new feature for user authentication

    Update UI layout for improved user experience

    Fix typo in variable name

    Optimize database queries for faster response time

    Add error handling for edge cases

    Update dependencies to latest versions

    Remove unused code

    Improve code readability and maintainability

commit f5c353f2ce93a2d96add4312b695b57432f68cbb
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Thu Jan 25 17:07:20 2024 +0800

    Fix cli itself can not run with config file

commit 9a68fec37be74cfe8d4a73390bc83edee147ae24
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 09:09:04 2024 +0000

    Squashed commit of the following:

    commit 18e984cfe173390843c73048a931baa17800f918
    Author: Zhang Peiyuan <a1286225768@gmail.com>
    Date:   Thu Jan 25 17:08:25 2024 +0800

        add model specific prompt and gen kwargs in sqa (#19)

        * add mmme

        * black

        * add model specific prompt and gen kwargs

        * black

        * add yaml config to supprot multi-model eval

        * print table at the end

        * refactor multi model code

commit 93f847c5851fd246716367935d6b807b17d53949
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 09:02:57 2024 +0000

    Squashed commit of the following:

    commit 4d48d0c9b88e62dfebe05ec909b7f1851e9cd75d
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 11:59:12 2024 +0800

        refactor multi model code

    commit 4a4b7bec200c72332b61a0c277cd8f8a34e4f721
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 11:51:16 2024 +0800

        print table at the end

    commit 63739fc6fa0a462d807ae81de0db0173102de584
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 11:20:59 2024 +0800

        add yaml config to supprot multi-model eval

    commit edcc752f97ea3845cefad56624e5d2855066f680
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 10:39:42 2024 +0800

        black

    commit 41f4b63d3a6e83babe92bac32a7432a8ef740bb5
    Merge: 7e8b57d 4d11dce
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 10:37:57 2024 +0800

        resolve conflicts in sqa

    commit 7e8b57d3bcc21d2a049d3abbc8a8201631641db4
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 10:36:46 2024 +0800

        add model specific prompt and gen kwargs

    commit 5f55126484a7c9325db586d26cf2052538222804
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Wed Jan 24 13:56:51 2024 +0800

        black

    commit aa6f8853cf82384fb3b15306fec4769212fbc5ab
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Wed Jan 24 13:55:43 2024 +0800

        add mmme

commit fa4ad4404e26d8924f55208746dbb9143b464011
Merge: 22c3adf 4d11dce
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 08:43:15 2024 +0000

    Merge commit 'ecb47d73d6e000b472be6c5c0cdc9413c7734384' into dev/bli_add_datasets

commit 22c3adfd0645acc23b6d7c06b487f4ffd47666c4
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 08:38:52 2024 +0000

    Squashed commit of the following:

    commit 4d48d0c9b88e62dfebe05ec909b7f1851e9cd75d
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 11:59:12 2024 +0800

        refactor multi model code

    commit 4a4b7bec200c72332b61a0c277cd8f8a34e4f721
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 11:51:16 2024 +0800

        print table at the end

    commit 63739fc6fa0a462d807ae81de0db0173102de584
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 11:20:59 2024 +0800

        add yaml config to supprot multi-model eval

    commit edcc752f97ea3845cefad56624e5d2855066f680
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 10:39:42 2024 +0800

        black

    commit 41f4b63d3a6e83babe92bac32a7432a8ef740bb5
    Merge: 7e8b57d 4d11dce
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 10:37:57 2024 +0800

        resolve conflicts in sqa

    commit 7e8b57d3bcc21d2a049d3abbc8a8201631641db4
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Thu Jan 25 10:36:46 2024 +0800

        add model specific prompt and gen kwargs

    commit ecb47d73d6e000b472be6c5c0cdc9413c7734384
    Author: kcz358 <92624596+kcz358@users.noreply.github.com>
    Date:   Thu Jan 25 09:47:31 2024 +0800

        [Dataset] Add flickr30k (#18)

        * Add flickr30k support

        * Black lint

        * Align prompt with NoCaps

    commit dc23f4b42b1dd60b41904d7ddbee1412d6851077
    Author: Li Bo <drluodian@gmail.com>
    Date:   Wed Jan 24 22:10:14 2024 +0800

        [Datasets] modify NoCaps data path and prompts (#17)

        * Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

        * Update dataset paths and improve user prompts

    commit 5f55126484a7c9325db586d26cf2052538222804
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Wed Jan 24 13:56:51 2024 +0800

        black

    commit aa6f8853cf82384fb3b15306fec4769212fbc5ab
    Author: jzhang38 <a1286225768@gmail.com>
    Date:   Wed Jan 24 13:55:43 2024 +0800

        add mmme

commit 4c712336b6f7438e717a865910bb241e413a4688
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 08:38:11 2024 +0000

    Add coco_val and coco_test tasks to coco.yaml

commit b5547126c855927fd4dc8384211e4aceee40870f
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 04:58:28 2024 +0000

    Update dataset_path in flickr30k.yaml

commit f786f61e2559f082072f21aa9030e2080ddaf809
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 02:12:25 2024 +0000

    Merge commit 'ecb47d73d6e000b472be6c5c0cdc9413c7734384'

commit 796a011000e0df90f66f8e80cb34dc2318ae9ac8
Author: Bo Li <drluodian@gmail.com>
Date:   Thu Jan 25 02:10:18 2024 +0000

    Add submission folder and update file paths for storing prediction results

commit ecb47d73d6e000b472be6c5c0cdc9413c7734384
Author: kcz358 <92624596+kcz358@users.noreply.github.com>
Date:   Thu Jan 25 09:47:31 2024 +0800

    [Dataset] Add flickr30k (#18)

    * Add flickr30k support

    * Black lint

    * Align prompt with NoCaps

commit dc23f4b42b1dd60b41904d7ddbee1412d6851077
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:14 2024 +0800

    [Datasets] modify NoCaps data path and prompts (#17)

    * Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

    * Update dataset paths and improve user prompts

commit 118744c63eb2d9724571d85fbbd85fcc9ad05b59
Merge: c6370bf a0b87f5
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 22:10:07 2024 +0800

    Merge branch 'main' into dev/bli_add_datasets

commit c6370bff65903681f00cf3d07111d8e15a57b619
Author: Bo Li <drluodian@gmail.com>
Date:   Wed Jan 24 14:08:06 2024 +0000

    Update dataset paths and improve user prompts

commit 810daf458fa94cb3ec2b4a6cc5ecb1e656a24002
Author: Bo Li <drluodian@gmail.com>
Date:   Wed Jan 24 11:52:33 2024 +0000

    Merge commit '95ef3ea519cbd772924f9a6afa5394979eb00432'

commit 95ef3ea519cbd772924f9a6afa5394979eb00432
Author: Li Bo <drluodian@gmail.com>
Date:   Wed Jan 24 19:51:34 2024 +0800

    Add output path file naming convention (#16)

    Update datetime format in get_datetime_str() function

* Fix bug in login functionality

* create vqav2_val

* Update vqav2_test.yaml

* Update vqav2_test.yaml

* Update vqav2_val.yaml

---------

Co-authored-by: Li Bo <drluodian@gmail.com>

* vizwiz dataset (#24)

* Merge commit '767f7e2cae60cf67ec5878234d84321395a3ed15'

* Update dataset paths and improve user prompts

* Add submission folder and update file paths for storing prediction results

* Merge commit '842fbc6f2da7d9a118adf9ec27c3d8542d74168e'

* Update dataset_path in flickr30k.yaml

* Add coco_val and coco_test tasks to coco.yaml

* Squashed commit of the following:

commit 542a34dc5721ecdff6c5c68b0568692ad3a17149
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:59:12 2024 +0800

    refactor multi model code

commit 3c397b8af85192b1821b3b6a0d8b8df746b5347c
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:51:16 2024 +0800

    print table at the end

commit e7b8a2d1f1e7337f02298efafd2ebf81543f4f85
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 11:20:59 2024 +0800

    add yaml config to supprot multi-model eval

commit 2626383d99b5eac59d531ca0f293df960570c524
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:39:42 2024 +0800

    black

commit 8349935fe145e33af0007ad4fb0d71fd925be7a0
Merge: 7e8b57d 4d11dce
Author: jzhang38 <a1286225768@gmail.com>
Date:   Thu Jan 25 10:37:57 2024 +0800

    resolve conflicts in sqa
…
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@kcz358 kcz358 kcz358 approved these changes

@jzhang38 jzhang38 Awaiting requested review from jzhang38

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@Luodian @kcz358