├── CITATION.cff ├── EVAL_DATASETS.md ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── dataloaders ├── .DS_Store ├── __init__.py ├── dci_retrieval.py ├── iiw_retrieval.py ├── imageinwords │ ├── DCI_Test │ │ └── data.jsonl │ ├── DOCCI_Test │ │ └── data.jsonl │ ├── IIW-400 │ │ └── data.jsonl │ └── data_preprocess.py ├── share4v.py ├── share4v │ ├── .DS_Store │ └── share4v_sam_10k.json └── urban1k.py ├── figures ├── long-text-image datasets.png └── moti.png ├── open_clip ├── __init__.py ├── bpe_simple_vocab_16e6.txt.gz ├── coca_model.py ├── constants.py ├── convert.py ├── factory.py ├── hf_configs.py ├── hf_model.py ├── loss.py ├── model.py ├── model_configs │ ├── EVA01-g-14-plus.json │ ├── EVA01-g-14.json │ ├── EVA02-B-16.json │ ├── EVA02-E-14-plus.json │ ├── EVA02-E-14.json │ ├── EVA02-L-14-336.json │ ├── EVA02-L-14.json │ ├── MobileCLIP-B.json │ ├── MobileCLIP-S1.json │ ├── MobileCLIP-S2.json │ ├── RN101-quickgelu.json │ ├── RN101.json │ ├── RN50-quickgelu.json │ ├── RN50.json │ ├── RN50x16.json │ ├── RN50x4.json │ ├── RN50x64.json │ ├── ViT-B-16-SigLIP-256.json │ ├── ViT-B-16-SigLIP-384.json │ ├── ViT-B-16-SigLIP-512.json │ ├── ViT-B-16-SigLIP-i18n-256.json │ ├── ViT-B-16-SigLIP.json │ ├── ViT-B-16-plus-240.json │ ├── ViT-B-16-plus.json │ ├── ViT-B-16-quickgelu.json │ ├── ViT-B-16.json │ ├── ViT-B-32-256.json │ ├── ViT-B-32-plus-256.json │ ├── ViT-B-32-quickgelu.json │ ├── ViT-B-32.json │ ├── ViT-H-14-378-quickgelu.json │ ├── ViT-H-14-CLIPA-336.json │ ├── ViT-H-14-CLIPA.json │ ├── ViT-H-14-quickgelu.json │ ├── ViT-H-14.json │ ├── ViT-H-16.json │ ├── ViT-L-14-280.json │ ├── ViT-L-14-336.json │ ├── ViT-L-14-CLIPA-336.json │ ├── ViT-L-14-CLIPA.json │ ├── ViT-L-14-quickgelu.json │ ├── ViT-L-14.json │ ├── ViT-L-16-320.json │ ├── ViT-L-16-SigLIP-256.json │ ├── ViT-L-16-SigLIP-384.json │ ├── ViT-L-16.json │ ├── ViT-M-16-alt.json │ ├── ViT-M-16.json │ ├── ViT-M-32-alt.json │ ├── ViT-M-32.json │ ├── ViT-S-16-alt.json │ ├── ViT-S-16.json │ ├── ViT-S-32-alt.json │ ├── ViT-S-32.json │ ├── ViT-SO400M-14-SigLIP-384.json │ ├── ViT-SO400M-14-SigLIP.json │ ├── ViT-bigG-14-CLIPA-336.json │ ├── ViT-bigG-14-CLIPA.json │ ├── ViT-bigG-14.json │ ├── ViT-e-14.json │ ├── ViT-g-14.json │ ├── ViTamin-B-LTT.json │ ├── ViTamin-B.json │ ├── ViTamin-L-256.json │ ├── ViTamin-L-336.json │ ├── ViTamin-L.json │ ├── ViTamin-L2-256.json │ ├── ViTamin-L2-336.json │ ├── ViTamin-L2.json │ ├── ViTamin-S-LTT.json │ ├── ViTamin-S.json │ ├── ViTamin-XL-256.json │ ├── ViTamin-XL-336.json │ ├── ViTamin-XL-384.json │ ├── coca_ViT-B-32.json │ ├── coca_ViT-L-14.json │ ├── coca_base.json │ ├── coca_roberta-ViT-B-32.json │ ├── convnext_base.json │ ├── convnext_base_w.json │ ├── convnext_base_w_320.json │ ├── convnext_large.json │ ├── convnext_large_d.json │ ├── convnext_large_d_320.json │ ├── convnext_small.json │ ├── convnext_tiny.json │ ├── convnext_xlarge.json │ ├── convnext_xxlarge.json │ ├── convnext_xxlarge_320.json │ ├── lotlip_bert-ViT-B-16.json │ ├── lotlip_bert-ViT-B-32.json │ ├── mt5-base-ViT-B-32.json │ ├── mt5-xl-ViT-H-14.json │ ├── nllb-clip-base-siglip.json │ ├── nllb-clip-base.json │ ├── nllb-clip-large-siglip.json │ ├── nllb-clip-large.json │ ├── roberta-ViT-B-32.json │ ├── swin_base_patch4_window7_224.json │ ├── vit_medium_patch16_gap_256.json │ ├── vit_relpos_medium_patch16_cls_224.json │ ├── xlm-roberta-base-ViT-B-32.json │ └── xlm-roberta-large-ViT-H-14.json ├── modified_resnet.py ├── openai.py ├── pos_embed.py ├── pretrained.py ├── push_to_hf_hub.py ├── timm_model.py ├── tokenizer.py ├── transform.py ├── transformer.py ├── utils.py ├── version.py ├── zero_shot_classifier.py └── zero_shot_metadata.py ├── pyproject.toml ├── pytest.ini ├── requirements-test.txt ├── requirements-training.txt ├── requirements.txt └── training ├── __init__.py ├── data.py ├── distributed.py ├── file_utils.py ├── logger.py ├── main.py ├── params.py ├── precision.py ├── profiler.py ├── random_aug.py ├── scheduler.py ├── train.py └── 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