├── .gitignore ├── .gitkeep ├── LICENCE.md ├── README.md ├── assets ├── .gitkeep └── motivation.jpg ├── elevater.yaml ├── read_results.py ├── read_txt.py ├── requirements.txt ├── scripts ├── .gitkeep ├── adapter_clip.sh ├── compacter_clip.sh ├── kadapter_clip.sh ├── lora_clip.sh ├── run.sh ├── run_finetune.sh └── run_multi.sh ├── setup.py ├── tox.ini └── vision_benchmark ├── __init__.py ├── commands ├── __init__.py ├── adapter_clip.py ├── compacter_clip.py ├── finetune.py ├── kronecker_adaptation_clip.py ├── linear_probe.py ├── lora_clip.py ├── prepare_submit.py └── zeroshot.py ├── common ├── __init__.py ├── constants.py ├── data_class_base.py ├── prediction_submission.py └── utils.py ├── config ├── __init__.py ├── default.py └── models.py ├── datasets ├── __init__.py ├── bpe_simple_vocab_16e6.txt.gz ├── hfpt_tokenizer.py ├── languages │ ├── __init__.py │ ├── bpe_simple_vocab_16e6.txt.gz │ ├── build.py │ ├── hfpt_tokenizer.py │ ├── prompt_engineering.py │ └── simple_tokenizer.py ├── prompts.py └── simple_tokenizer.py ├── evaluation ├── __init__.py ├── adapter_model.py ├── adapter_tuning_clip.py ├── clip_load.py ├── clip_zeroshot_evaluator.py ├── compacter_clip.py ├── compacter_model.py ├── dataset.py ├── feature.py ├── full_model_finetune.py ├── init.py ├── kadaptation_clip.py ├── lora_clip.py ├── lora_model.py ├── metric.py ├── model.py └── simple_tokenizer.py ├── models ├── __init__.py ├── clip_example.py ├── clip_swin.py ├── cls_example.py ├── cls_swin.py ├── declip.py ├── declip_model │ ├── __init__.py │ ├── clip.py │ ├── declip.py │ ├── defilip.py │ ├── filip.py │ ├── image_encoder │ │ ├── base_transformer.py │ │ └── visual_transformer.py │ ├── slip.py │ ├── text_encoder │ │ ├── base_transformer.py │ │ └── text_transformer.py │ └── utils │ │ ├── nnclr_modules │ │ ├── __init__.py │ │ ├── memory_bank.py │ │ ├── memory_bank_cuda.py │ │ └── nn_memory_bank.py │ │ └── text_utils │ │ ├── bpe_simple_vocab_16e6.txt.gz │ │ ├── mask_tokens.py │ │ └── simple_tokenizer.py ├── mae.py └── mocov3.py ├── optim ├── __init__.py └── build.py ├── resources ├── datasets │ ├── caltech101.yaml │ ├── cifar10.yaml │ ├── cifar100.yaml │ ├── country211.yaml │ ├── dtd.yaml │ ├── eurosat-clip.yaml │ ├── fer2013.yaml │ ├── fgvc-aircraft-2013b.yaml │ ├── flower102.yaml │ ├── food101.yaml │ ├── gtsrb.yaml │ ├── hateful-memes.yaml │ ├── kitti-distance.yaml │ ├── mnist.yaml │ ├── oxford-iiit-pets.yaml │ ├── patchcamelyon.yaml │ ├── rendered-sst2.yaml │ ├── resisc45-clip.yaml │ ├── stanfordcar.yaml │ └── voc2007classification.yaml ├── knowledge │ ├── external │ │ ├── caltech-101_knowledge.tsv │ │ ├── cifar-100_knowledge.tsv │ │ ├── cifar-10_knowledge.tsv │ │ ├── country211_knowledge.tsv │ │ ├── dtd_knowledge.tsv │ │ ├── eurosat_clip_knowledge.tsv │ │ ├── fer-2013_knowledge.tsv │ │ ├── fgvc-aircraft-2013b-variants102_knowledge.tsv │ │ ├── food-101_knowledge.tsv │ │ ├── gtsrb_knowledge.tsv │ │ ├── hateful-memes_knowledge.tsv │ │ ├── imagenet-1k_knowledge.tsv │ │ ├── kitti-distance_knowledge.tsv │ │ ├── mnist_knowledge.tsv │ │ ├── oxford-flower-102_knowledge.tsv │ │ ├── oxford-iiit-pets_knowledge.tsv │ │ ├── patch-camelyon_knowledge.tsv │ │ ├── rendered-sst2_knowledge.tsv │ │ ├── resisc45_clip_knowledge.tsv │ │ ├── stanford-cars_knowledge.tsv │ │ └── voc-2007-classification_knowledge.tsv │ └── gpt3 │ │ ├── GPT3_caltech-101.tsv │ │ ├── GPT3_cifar-10.tsv │ │ ├── GPT3_cifar-100.tsv │ │ ├── GPT3_country211.tsv │ │ ├── GPT3_dtd.tsv │ │ ├── GPT3_eurosat_clip.tsv │ │ ├── GPT3_fer-2013.tsv │ │ ├── GPT3_fgvc-aircraft-2013b-variants102.tsv │ │ ├── GPT3_food-101.tsv │ │ ├── GPT3_gtsrb.tsv │ │ ├── GPT3_hateful-memes.tsv │ │ ├── GPT3_kitti-distance.tsv │ │ ├── GPT3_mnist.tsv │ │ ├── GPT3_oxford-flower-102.tsv │ │ ├── GPT3_oxford-iiit-pets.tsv │ │ ├── GPT3_patch-camelyon.tsv │ │ ├── GPT3_rendered-sst2.tsv │ │ ├── GPT3_resisc45_clip.tsv │ │ ├── GPT3_stanford-cars.tsv │ │ └── GPT3_voc-2007-classification.tsv └── model │ ├── clip_example.yaml │ ├── clip_swin_tiny.yaml │ ├── deit_base_patch16_224.yaml │ ├── example.yaml │ ├── mae_vitb16.yaml │ ├── mocov3_vitb16.yaml │ ├── vit_base_patch16_224.yaml │ ├── vit_base_patch32_224.yaml │ ├── vitb16_CLIP.yaml │ ├── vitb32_CLIP.yaml │ ├── vitb32_DeCLIP.yaml │ ├── vitb32_DeCLIP_YFCC15M.yaml │ ├── vitb32_FILIP.yaml │ └── vitb32_SLIP.yaml └── utils ├── __init__.py ├── comm.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eric-ai-lab/PEViT/HEAD/.gitignore -------------------------------------------------------------------------------- /.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /LICENCE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eric-ai-lab/PEViT/HEAD/LICENCE.md 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