├── LICENSE ├── M2SA.yaml ├── README.md ├── figures ├── figure_data_generation-1.png ├── figure_output_qna_pairs.png ├── framework-1.png └── statistics_MMR-1.png ├── merge_lora_weights_and_save_hf_model.py ├── model ├── M2SA.py ├── __pycache__ │ ├── M2SA.cpython-38.pyc │ └── OURS.cpython-38.pyc ├── llava │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── constants.cpython-38.pyc │ │ ├── conversation.cpython-38.pyc │ │ └── mm_utils.cpython-38.pyc │ ├── constants.py │ ├── conversation.py │ ├── mm_utils.py │ ├── model │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── llava_arch.cpython-38.pyc │ │ ├── apply_delta.py │ │ ├── builder.py │ │ ├── consolidate.py │ │ ├── language_model │ │ │ ├── __pycache__ │ │ │ │ ├── llava_llama.cpython-38.pyc │ │ │ │ └── llava_mpt.cpython-38.pyc │ │ │ ├── llava_llama.py │ │ │ ├── llava_mpt.py │ │ │ └── mpt │ │ │ │ ├── __pycache__ │ │ │ │ ├── adapt_tokenizer.cpython-38.pyc │ │ │ │ ├── attention.cpython-38.pyc │ │ │ │ ├── blocks.cpython-38.pyc │ │ │ │ ├── configuration_mpt.cpython-38.pyc │ │ │ │ ├── custom_embedding.cpython-38.pyc │ │ │ │ ├── flash_attn_triton.cpython-38.pyc │ │ │ │ ├── hf_prefixlm_converter.cpython-38.pyc │ │ │ │ ├── meta_init_context.cpython-38.pyc │ │ │ │ ├── modeling_mpt.cpython-38.pyc │ │ │ │ ├── norm.cpython-38.pyc │ │ │ │ └── param_init_fns.cpython-38.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-38.pyc │ │ │ │ └── clip_encoder.cpython-38.pyc │ │ │ ├── builder.py │ │ │ └── clip_encoder.py │ │ └── utils.py │ ├── train │ │ ├── llama_flash_attn_monkey_patch.py │ │ ├── llava_trainer.py │ │ ├── train.py │ │ └── train_mem.py │ └── utils.py └── segment_anything │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── automatic_mask_generator.cpython-38.pyc │ ├── build_sam.cpython-38.pyc │ └── predictor.cpython-38.pyc │ ├── automatic_mask_generator.py │ ├── build_sam.py │ ├── modeling │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── common.cpython-38.pyc │ │ ├── image_encoder.cpython-38.pyc │ │ ├── mask_decoder.cpython-38.pyc │ │ ├── prompt_encoder.cpython-38.pyc │ │ ├── sam.cpython-38.pyc │ │ └── transformer.cpython-38.pyc │ ├── common.py │ ├── image_encoder.py │ ├── mask_decoder.py │ ├── prompt_encoder.py │ ├── sam.py │ └── transformer.py │ ├── predictor.py │ └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── amg.cpython-38.pyc │ └── transforms.cpython-38.pyc │ ├── amg.py │ ├── onnx.py │ └── transforms.py ├── train_ds.py └── utils ├── __pycache__ ├── conversation.cpython-38.pyc ├── data_processing.cpython-38.pyc ├── dataset.cpython-38.pyc ├── grefer.cpython-38.pyc ├── multi_part_reason_seg_dataset.cpython-38.pyc ├── reason_seg_dataset.cpython-38.pyc ├── refer.cpython-38.pyc ├── refer_seg_dataset.cpython-38.pyc ├── sem_seg_dataset.cpython-38.pyc ├── utils.cpython-38.pyc └── vqa_dataset.cpython-38.pyc ├── ade20k_classes.json ├── cocostuff_classes.txt ├── conversation.py ├── data_processing.py ├── dataset.py ├── grefcoco.py ├── grefer.py ├── matcher.py ├── multi_part_reason_seg_dataset.py ├── paco_category_names.py ├── reason_seg_dataset.py ├── refer.py ├── refer_seg_dataset.py ├── sem_seg_dataset.py ├── utils.py └── vqa_dataset.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdg900/MMR/HEAD/LICENSE -------------------------------------------------------------------------------- /M2SA.yaml: 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