├── LLaVA ├── README.md ├── environment.yml ├── generate.sh ├── llava.py └── llava │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── constants.cpython-310.pyc │ ├── conversation.cpython-310.pyc │ ├── mm_utils.cpython-310.pyc │ └── utils.cpython-310.pyc │ ├── constants.py │ ├── conversation.py │ ├── eval │ ├── eval_gpt_review.py │ ├── eval_gpt_review_bench.py │ ├── eval_gpt_review_visual.py │ ├── eval_pope.py │ ├── eval_science_qa.py │ ├── eval_science_qa_gpt4.py │ ├── eval_science_qa_gpt4_requery.py │ ├── eval_textvqa.py │ ├── generate_webpage_data_from_table.py │ ├── m4c_evaluator.py │ ├── model_qa.py │ ├── model_vqa.py │ ├── model_vqa_loader.py │ ├── model_vqa_mmbench.py │ ├── model_vqa_science.py │ ├── qa_baseline_gpt35.py │ ├── run_llava.py │ └── summarize_gpt_review.py │ ├── mm_utils.py │ ├── model │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── builder.cpython-310.pyc │ │ └── llava_arch.cpython-310.pyc │ ├── apply_delta.py │ ├── builder.py │ ├── consolidate.py │ ├── language_model │ │ ├── __pycache__ │ │ │ ├── llava_llama.cpython-310.pyc │ │ │ └── llava_mpt.cpython-310.pyc │ │ ├── llava_llama.py │ │ ├── llava_mpt.py │ │ └── mpt │ │ │ ├── __pycache__ │ │ │ ├── adapt_tokenizer.cpython-310.pyc │ │ │ ├── attention.cpython-310.pyc │ │ │ ├── blocks.cpython-310.pyc │ │ │ ├── configuration_mpt.cpython-310.pyc │ │ │ ├── custom_embedding.cpython-310.pyc │ │ │ ├── flash_attn_triton.cpython-310.pyc │ │ │ ├── hf_prefixlm_converter.cpython-310.pyc │ │ │ ├── meta_init_context.cpython-310.pyc │ │ │ ├── modeling_mpt.cpython-310.pyc │ │ │ ├── norm.cpython-310.pyc │ │ │ └── param_init_fns.cpython-310.pyc │ │ │ ├── adapt_tokenizer.py │ │ │ ├── attention.py │ │ │ ├── blocks.py │ │ │ ├── configuration_mpt.py │ │ │ ├── custom_embedding.py │ │ │ ├── flash_attn_triton.py │ │ │ ├── hf_prefixlm_converter.py │ │ │ ├── meta_init_context.py │ │ │ ├── modeling_mpt.py │ │ │ ├── norm.py │ │ │ └── param_init_fns.py │ ├── llava_arch.py │ ├── make_delta.py │ ├── multimodal_encoder │ │ ├── __pycache__ │ │ │ ├── builder.cpython-310.pyc │ │ │ └── clip_encoder.cpython-310.pyc │ │ ├── builder.py │ │ └── clip_encoder.py │ ├── multimodal_projector │ │ ├── __pycache__ │ │ │ └── builder.cpython-310.pyc │ │ └── builder.py │ └── utils.py │ ├── serve │ ├── __init__.py │ ├── cli.py │ ├── controller.py │ ├── examples │ │ ├── extreme_ironing.jpg │ │ └── waterview.jpg │ ├── gradio_web_server.py │ ├── model_worker.py │ ├── register_worker.py │ └── test_message.py │ ├── train │ ├── llama_flash_attn_monkey_patch.py │ ├── llava_trainer.py │ ├── train.py │ └── train_mem.py │ └── utils.py ├── MiniGPT-4 ├── README.md ├── environment.yml ├── eval_configs │ ├── minigpt4_eval.yaml │ └── minigpt4_llama2_eval.yaml ├── generate.sh ├── minigpt4.py └── minigpt4 │ ├── __init__.py │ ├── __pycache__ │ └── __init__.cpython-39.pyc │ ├── common │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── config.cpython-39.pyc │ │ ├── dist_utils.cpython-39.pyc │ │ ├── logger.cpython-39.pyc │ │ ├── registry.cpython-39.pyc │ │ └── utils.cpython-39.pyc │ ├── config.py │ ├── dist_utils.py │ ├── gradcam.py │ ├── logger.py │ ├── optims.py │ ├── registry.py │ └── utils.py │ ├── configs │ ├── datasets │ │ ├── cc_sbu │ │ │ ├── align.yaml │ │ │ └── defaults.yaml │ │ └── laion │ │ │ └── defaults.yaml │ ├── default.yaml │ └── models │ │ ├── minigpt4_llama2.yaml │ │ └── minigpt4_vicuna0.yaml │ ├── conversation │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ └── conversation.cpython-39.pyc │ └── conversation.py │ ├── datasets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ └── data_utils.cpython-39.pyc │ ├── builders │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── base_dataset_builder.cpython-39.pyc │ │ │ └── image_text_pair_builder.cpython-39.pyc │ │ ├── base_dataset_builder.py │ │ └── image_text_pair_builder.py │ ├── data_utils.py │ └── datasets │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── base_dataset.cpython-39.pyc │ │ ├── caption_datasets.cpython-39.pyc │ │ ├── cc_sbu_dataset.cpython-39.pyc │ │ ├── dataloader_utils.cpython-39.pyc │ │ └── laion_dataset.cpython-39.pyc │ │ ├── base_dataset.py │ │ ├── caption_datasets.py │ │ ├── cc_sbu_dataset.py │ │ ├── dataloader_utils.py │ │ └── laion_dataset.py │ ├── models │ ├── Qformer.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── Qformer.cpython-39.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── base_model.cpython-39.pyc │ │ ├── blip2.cpython-39.pyc │ │ ├── eva_vit.cpython-39.pyc │ │ └── mini_gpt4.cpython-39.pyc │ ├── base_model.py │ ├── blip2.py │ ├── blip2_outputs.py │ ├── eva_vit.py │ ├── mini_gpt4.py │ └── modeling_llama.py │ ├── processors │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── base_processor.cpython-39.pyc │ │ ├── blip_processors.cpython-39.pyc │ │ └── randaugment.cpython-39.pyc │ ├── base_processor.py │ ├── blip_processors.py │ └── randaugment.py │ ├── runners │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ └── runner_base.cpython-39.pyc │ └── runner_base.py │ └── tasks │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-39.pyc │ ├── base_task.cpython-39.pyc │ └── image_text_pretrain.cpython-39.pyc │ ├── base_task.py │ └── image_text_pretrain.py ├── Otter ├── Otter.py ├── README.md ├── environment.yml ├── generate.sh ├── requirements.txt └── src │ └── otter_ai │ ├── __init__.py │ └── models │ ├── __init__.py │ ├── flamingo │ ├── __init__.py │ ├── config.json │ ├── configuration_flamingo.py │ ├── converting_flamingo_to_bf16.py │ ├── converting_flamingo_to_hf.py │ ├── converting_flamingo_to_lora.py │ ├── falcon │ │ ├── __init__.py │ │ ├── configuration_RW.py │ │ └── modelling_RW.py │ ├── flamingo-falcon-7B.json │ ├── flamingo-llama2-chat-13B.json │ ├── flamingo-llama2-chat-7B.json │ ├── flamingo-mpt-1B-redpajama.json │ ├── flamingo-mpt-30B-bf16.json │ ├── flamingo-mpt-30B.json │ ├── flamingo-mpt-7B.json │ ├── flamingo-vicuna-33B-v1.3.json │ ├── flamingo-vicuna-7B-v1.3.json │ ├── injecting_falcon_into_flamingo.py │ ├── injecting_llama2_into_flamingo.py │ ├── injecting_mpt-1B-redpajama_into_flamingo.py │ ├── injecting_mpt_into_flamingo.py │ ├── injecting_vicuna_into_flamingo.py │ ├── modeling_flamingo.py │ ├── mpt │ │ ├── __init__.py │ │ ├── adapt_tokenizer.py │ │ ├── attention.py │ │ ├── blocks.py │ │ ├── configuration_mpt.py │ │ ├── custom_embedding.py │ │ ├── flash_attn_triton.py │ │ ├── hf_prefixlm_converter.py │ │ ├── meta_init_context.py │ │ ├── modeling_mpt.py │ │ ├── norm.py │ │ └── param_init_fns.py │ ├── mpt_redpajama │ │ ├── __init__.py │ │ ├── attention.py │ │ ├── configuration_mosaic_gpt.py │ │ ├── gpt_blocks.py │ │ ├── low_precision_layernorm.py │ │ ├── mosaic_gpt.py │ │ └── param_init_fns.py │ └── utils.py │ └── otter │ ├── Otter-MPT7B-config.json │ ├── __init__.py │ ├── config.json │ ├── configuration_otter.py │ ├── converting_flamingo_to_otter.py │ ├── converting_otter_fp32_to_fp16.py │ ├── converting_otter_pt_to_hf.py │ ├── converting_otter_to_lora.py │ ├── flamingo_pt2otter_hf.py │ └── modeling_otter.py ├── Qwen-VL ├── README.md ├── environment.yml ├── generate.sh ├── qwen.py └── requirements.txt ├── README.md ├── figs └── pipeline.jpg └── json_process ├── merge_json.py └── split_json.py /LLaVA/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yanqing0327/MLLMs-Augmented/HEAD/LLaVA/README.md -------------------------------------------------------------------------------- /LLaVA/environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yanqing0327/MLLMs-Augmented/HEAD/LLaVA/environment.yml -------------------------------------------------------------------------------- /LLaVA/generate.sh: 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