├── Dolphins ├── LICENSE ├── README.md ├── assets │ ├── 06203.pdf │ ├── documents │ │ └── demo_paper.pdf │ ├── images │ │ └── Dolphins_overview.png │ └── videos │ │ └── demo.mp4 ├── configs │ ├── accelerate_config │ │ ├── eval_config.yaml │ │ └── train_config.yaml │ ├── dataset_config.py │ ├── lora_config.py │ └── prompt_tuning_config.py ├── constants.py ├── conversation.py ├── dataset_utils │ ├── __init__.py │ ├── alpaca_gpt4_dataset.py │ ├── aokvqa_dataset.py │ ├── arguments.py │ ├── baize_dataset.py │ ├── bddx_dataset.py │ ├── builder.py │ ├── cc_sbu_align_dataset.py │ ├── clevr_dataset.py │ ├── coco_caption_dataset.py │ ├── coco_ric_dataset.py │ ├── coco_sic_dataset.py │ ├── collater.py │ ├── dial_dataset.py │ ├── dolly_dataset.py │ ├── few_shot_dataset.py │ ├── gc_dataset.py │ ├── gqa_dataset.py │ ├── iconqa_dataset.py │ ├── instruct_dataset.py │ ├── instruct_interleaved_dataset.py │ ├── llava_dataset.py │ ├── lrv_instruction_dataset.py │ ├── meme_cap_dataset.py │ ├── nlvr_dataset.py │ ├── ocr_vqa_dataset.py │ ├── processors.py │ ├── rec_dataset.py │ ├── reg_dataset.py │ ├── samplers │ │ ├── __init__.py │ │ └── infinite_sampler.py │ ├── shikra_dataset.py │ ├── snli_ve_datasets.py │ ├── svit_bbox_dataset.py │ ├── svit_dataset.py │ ├── svit_dial_dataset.py │ ├── text_ocr_dataset.py │ ├── textvqa_dataset.py │ ├── vicuna_dataset.py │ ├── visual_dialog_dataset.py │ ├── vizwiz_vqa_dataset.py │ ├── vqa_dataset.py │ └── vsr_dataset.py ├── inference.py ├── inference_image.py ├── mllm │ ├── 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 │ └── src │ │ ├── __init__.py │ │ ├── factory.py │ │ ├── flamingo.py │ │ ├── flamingo_lm.py │ │ ├── helpers.py │ │ ├── mpt_lora_patch │ │ ├── README.md │ │ ├── adapt_tokenizer.py │ │ ├── attention.py │ │ ├── blocks.py │ │ ├── configuration_mpt.py │ │ ├── export_hf_checkpoint.py │ │ ├── hf_prefixlm_converter.py │ │ ├── meta_init_context.py │ │ ├── modeling_mpt.py │ │ ├── norm.py │ │ └── param_init_fns.py │ │ └── utils.py ├── pipeline │ ├── __init__.py │ ├── train.py │ └── train_utils.py ├── playground │ ├── images │ │ ├── sample.jpg │ │ └── sample2.jpg │ └── videos │ │ └── 1.mp4 └── serve │ ├── __init__.py │ ├── cli.py │ ├── controller.py │ ├── examples │ ├── 25.png │ ├── 26.png │ ├── 28.png │ ├── 29.png │ ├── 30.png │ ├── 31.png │ ├── 32.png │ ├── baseball.jpg │ ├── bathroom.jpg │ ├── cat.jpg │ ├── chinchilla.png │ ├── dinner.jpg │ ├── extreme_ironing.jpg │ ├── flamingo.png │ ├── shiba.png │ ├── soccer.png │ ├── temp_video.mp4 │ ├── tennis.jpg │ └── waterview.jpg │ ├── gradio_css.py │ ├── gradio_patch.py │ ├── gradio_web_server.py │ ├── gradio_web_server_video.py │ ├── model_worker.py │ ├── register_worker.py │ ├── run_demo.sh │ ├── serving_utils.py │ └── test_message.py ├── LICENSE ├── README.md ├── assets ├── autotrust-teaser.png └── logo.png ├── environment.yml ├── evaluator ├── AdvEvaluator.py ├── BaseEvaluator.py ├── FairnessEvaluator.py ├── PrivacyEvaluator.py ├── RobustnessEvaluator.py ├── SafetyEvaluator.py ├── Similarity.py ├── TrustfulnessEvaluator.py ├── __init__.py ├── utils.py └── whitebox_attack.py ├── llava ├── __init__.py ├── __pycache__ │ └── mm_utils_differentiable.cpython-310.pyc ├── constants.py ├── conversation.py ├── mm_utils.py ├── mm_utils_differentiable.py ├── model │ ├── __init__.py │ ├── apply_delta.py │ ├── builder.py │ ├── consolidate.py │ ├── language_model │ │ ├── llava_llama.py │ │ ├── llava_mistral.py │ │ └── llava_mpt.py │ ├── llava_arch.py │ ├── make_delta.py │ ├── multimodal_encoder │ │ ├── builder.py │ │ └── clip_encoder.py │ ├── multimodal_projector │ │ └── 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 │ ├── sglang_worker.py │ └── test_message.py ├── train │ ├── llama_flash_attn_monkey_patch.py │ ├── llama_xformers_attn_monkey_patch.py │ ├── llava_trainer.py │ ├── train.py │ ├── train_mem.py │ └── train_xformers.py └── utils.py ├── main.py ├── qa-pairs ├── fairness │ ├── ego_pattern.json │ ├── pedestrian_qa.json │ └── vehicle_qa.json ├── private │ ├── location │ │ ├── privacy_location_DriveLM.json │ │ └── privacy_location_DriveLM_2shot.json │ ├── people │ │ ├── privacy_people_LingoQA.json │ │ ├── privacy_people_LingoQA_2shot.json │ │ ├── privacy_people_check_LingoQA.json │ │ └── privacy_people_image_path_LingoQA.json │ └── vehicle │ │ ├── privacy_vehicle_DriveLM.json │ │ ├── privacy_vehicle_DriveLM_2shot.json │ │ └── privacy_vehicle_check_DriveLM.json ├── robustness │ ├── dirvelm_Arabic.json │ ├── dirvelm_Hindi.json │ ├── dirvelm_Spanish.json │ ├── dirvelm_chinese.json │ ├── drivelm_perturbation_0.3.json │ ├── nuscene_qa_Arabic.json │ ├── nuscene_qa_Chinese.json │ ├── nuscene_qa_Hindi.json │ └── nuscene_qa_Spanish.json └── trustfulness │ ├── covla.json │ ├── drivelm.json │ ├── lingoqa.json │ ├── nuscene_mqa.json │ └── nuscene_qa_English.json ├── src ├── .DS_Store ├── eval │ ├── .DS_Store │ ├── __pycache__ │ │ └── eval_utils.cpython-310.pyc │ ├── eval_abs.py │ ├── eval_acc.py │ ├── eval_acc_ood.py │ ├── eval_acc_privacy_vehicle.py │ ├── eval_close_end.py │ ├── eval_close_end_auto.py │ ├── eval_close_end_misinstruct.py │ ├── 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