├── .gitignore ├── LICENSE ├── README.md ├── assets ├── captioning.png ├── retrieval.png └── teaser.png ├── captioning ├── README.md ├── assets │ ├── test2895_ego.mp4 │ ├── test2895_exo1.mp4 │ ├── test2895_exo2.mp4 │ ├── test2895_exo3.mp4 │ ├── test2895_exo4.mp4 │ ├── test5199_ego.mp4 │ ├── test5199_exo1.mp4 │ ├── test5199_exo2.mp4 │ ├── test5199_exo3.mp4 │ ├── test5199_exo4.mp4 │ └── testdata.json ├── configs │ ├── accelerate_config_ddp.yaml │ ├── accelerate_config_ddp_1gpu.yaml │ ├── accelerate_config_ddp_4gpu.yaml │ ├── accelerate_config_ddp_8gpu.yaml │ ├── accelerate_config_fsdp.yaml │ ├── accelerate_config_zero2.yaml │ ├── accelerate_config_zero2_slurm.yaml │ ├── accelerate_config_zero3.yaml │ └── accelerate_config_zero3_slurm.yaml ├── dataset │ ├── __pycache__ │ │ ├── data.cpython-310.pyc │ │ ├── data.cpython-39.pyc │ │ ├── data_utils.cpython-39.pyc │ │ ├── ego_dataset.cpython-39.pyc │ │ └── mimicit_dataset.cpython-39.pyc │ ├── data.py │ ├── data_utils.py │ ├── ego_dataset.py │ └── transforms.py ├── docs │ └── data.md ├── main.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-39.pyc │ ├── flamingo │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── configuration_flamingo.cpython-39.pyc │ │ │ └── modeling_flamingo.cpython-39.pyc │ │ ├── config.json │ │ ├── configuration_flamingo.py │ │ ├── converting_flamingo_to_bf16.py │ │ ├── converting_flamingo_to_hf.py │ │ ├── converting_flamingo_to_lora.py │ │ ├── falcon │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── configuration_RW.cpython-39.pyc │ │ │ │ └── modelling_RW.cpython-39.pyc │ │ │ ├── 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 │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── attention.cpython-39.pyc │ │ │ │ ├── blocks.cpython-39.pyc │ │ │ │ ├── configuration_mpt.cpython-39.pyc │ │ │ │ ├── custom_embedding.cpython-39.pyc │ │ │ │ ├── flash_attn_triton.cpython-39.pyc │ │ │ │ ├── modeling_mpt.cpython-39.pyc │ │ │ │ ├── norm.cpython-39.pyc │ │ │ │ └── param_init_fns.cpython-39.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 │ │ ├── mpt_redpajama │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── attention.cpython-39.pyc │ │ │ │ ├── configuration_mosaic_gpt.cpython-39.pyc │ │ │ │ ├── gpt_blocks.cpython-39.pyc │ │ │ │ ├── low_precision_layernorm.cpython-39.pyc │ │ │ │ ├── mosaic_gpt.cpython-39.pyc │ │ │ │ └── param_init_fns.cpython-39.pyc │ │ │ ├── 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 │ │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── configuration_otter.cpython-39.pyc │ │ └── modeling_otter.cpython-39.pyc │ │ ├── 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 ├── scripts │ ├── test_slurm.sh │ ├── test_video_slurm.sh │ └── train_slurm.sh ├── test_video.py └── utils │ ├── __pycache__ │ ├── distributed.cpython-39.pyc │ └── train_utils.cpython-39.pyc │ ├── distributed.py │ ├── train_utils.py │ ├── video_chunk.py │ └── video_resize.py ├── env.md ├── requirements.txt └── retrieval ├── README.md ├── __pycache__ └── eval_zeroshot.cpython-39.pyc ├── backups ├── data_utils.py └── extract_feat.sh ├── configs ├── default_feature.yml ├── egohowto.yml └── test.yml ├── data ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-39.pyc │ ├── charades_dataset.cpython-39.pyc │ ├── charades_egoexo_dataset.cpython-39.pyc │ ├── data_utils.cpython-39.pyc │ ├── datasets.cpython-39.pyc │ ├── egohowto_dataset.cpython-39.pyc │ ├── egohowto_feat_dataset.cpython-39.pyc │ ├── egolearn_dataset.cpython-39.pyc │ ├── egomcq_dataset.cpython-39.pyc │ ├── egtea_dataset.cpython-39.pyc │ ├── ek100_dataset.cpython-39.pyc │ ├── msrvtt_dataset.cpython-39.pyc │ ├── ourdata_dataset.cpython-39.pyc │ ├── video_transforms.cpython-39.pyc │ └── youcook_dataset.cpython-39.pyc ├── charades_egoexo_dataset.py ├── egohowto_feat_dataset.py ├── egolearn_dataset.py ├── egomcq_dataset.py ├── ek100_dataset.py ├── video_transforms.py └── youcook_dataset.py ├── docs └── data.md ├── eval_zeroshot.py ├── feature_extraction ├── extract_ego.sh ├── extract_exo.sh ├── feature_extraction.md ├── main_feature_extraction.py └── models │ ├── __pycache__ │ ├── openai_model.cpython-39.pyc │ └── retriever.cpython-39.pyc │ ├── openai_model.py │ ├── retriever.py │ └── videomae │ ├── __pycache__ │ ├── videomaev2.cpython-39.pyc │ └── videomaev2_modeling_finetune.cpython-39.pyc │ ├── videomaev2.py │ └── videomaev2_modeling_finetune.py ├── function ├── __pycache__ │ ├── config.cpython-39.pyc │ ├── distributed.cpython-39.pyc │ ├── func_utils.cpython-39.pyc │ ├── logger.cpython-39.pyc │ ├── meter.cpython-39.pyc │ ├── preprocess.cpython-39.pyc │ ├── random.cpython-39.pyc │ ├── 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