mednet.models.classify.typing¶
Definition of types related to models used in classification tasks.
Module Attributes
The sample name, the target, and the predicted value. |
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A series of predictions for different database splits. |
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Supported saliency map algorithms. |
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Names of supported ViT architectures in timm. |
- mednet.models.classify.typing.Prediction¶
The sample name, the target, and the predicted value.
- mednet.models.classify.typing.PredictionSplit¶
A series of predictions for different database splits.
alias of
Mapping[str,Sequence[tuple[str,Sequence[int],Sequence[float]]]]
- mednet.models.classify.typing.SaliencyMapAlgorithm¶
Supported saliency map algorithms.
alias of
Literal[‘ablationcam’, ‘eigencam’, ‘eigengradcam’, ‘fullgrad’, ‘gradcam’, ‘gradcamelementwise’, ‘gradcam++’, ‘gradcamplusplus’, ‘hirescam’, ‘layercam’, ‘randomcam’, ‘scorecam’, ‘xgradcam’]
- mednet.models.classify.typing.ViTArchitectures¶
Names of supported ViT architectures in timm.
alias of
Literal[‘vit_base_patch14_dinov2’, ‘vit_base_patch14_dinov2.lvd142m’, ‘vit_base_patch14_reg4_dinov2’, ‘vit_base_patch14_reg4_dinov2.lvd142m’, ‘vit_base_patch16_18x2_224’, ‘vit_base_patch16_18x2_224.untrained’, ‘vit_base_patch16_224’, ‘vit_base_patch16_224.augreg2_in21k_ft_in1k’, ‘vit_base_patch16_224.augreg_in1k’, ‘vit_base_patch16_224.augreg_in21k’, ‘vit_base_patch16_224.augreg_in21k_ft_in1k’, ‘vit_base_patch16_224.dino’, ‘vit_base_patch16_224.mae’, ‘vit_base_patch16_224.orig_in21k’, ‘vit_base_patch16_224.orig_in21k_ft_in1k’, ‘vit_base_patch16_224.sam_in1k’, ‘vit_base_patch16_224_miil’, ‘vit_base_patch16_224_miil.in21k’, ‘vit_base_patch16_224_miil.in21k_ft_in1k’, ‘vit_base_patch16_384’, ‘vit_base_patch16_384.augreg_in1k’, ‘vit_base_patch16_384.augreg_in21k_ft_in1k’, ‘vit_base_patch16_384.orig_in21k_ft_in1k’, ‘vit_base_patch16_clip_224’, ‘vit_base_patch16_clip_224.datacompxl’, ‘vit_base_patch16_clip_224.dfn2b’, ‘vit_base_patch16_clip_224.laion2b’, ‘vit_base_patch16_clip_224.laion2b_ft_in12k’, ‘vit_base_patch16_clip_224.laion2b_ft_in12k_in1k’, ‘vit_base_patch16_clip_224.laion2b_ft_in1k’, ‘vit_base_patch16_clip_224.laion400m_e32’, ‘vit_base_patch16_clip_224.metaclip_2pt5b’, ‘vit_base_patch16_clip_224.metaclip_400m’, ‘vit_base_patch16_clip_224.openai’, ‘vit_base_patch16_clip_224.openai_ft_in12k’, ‘vit_base_patch16_clip_224.openai_ft_in12k_in1k’, ‘vit_base_patch16_clip_224.openai_ft_in1k’, ‘vit_base_patch16_clip_384’, ‘vit_base_patch16_clip_384.laion2b_ft_in12k_in1k’, ‘vit_base_patch16_clip_384.laion2b_ft_in1k’, ‘vit_base_patch16_clip_384.openai_ft_in12k_in1k’, ‘vit_base_patch16_clip_384.openai_ft_in1k’, ‘vit_base_patch16_clip_quickgelu_224’, ‘vit_base_patch16_clip_quickgelu_224.metaclip_2pt5b’, ‘vit_base_patch16_clip_quickgelu_224.metaclip_400m’, ‘vit_base_patch16_clip_quickgelu_224.openai’, ‘vit_base_patch16_gap_224’, ‘vit_base_patch16_gap_224.untrained’, ‘vit_base_patch16_plus_240’, ‘vit_base_patch16_plus_240.untrained’, ‘vit_base_patch16_plus_clip_240’, ‘vit_base_patch16_plus_clip_240.laion400m_e32’, ‘vit_base_patch16_reg4_gap_256’, ‘vit_base_patch16_reg4_gap_256.untrained’, ‘vit_base_patch16_rpn_224’, ‘vit_base_patch16_rpn_224.sw_in1k’, ‘vit_base_patch16_siglip_224’, ‘vit_base_patch16_siglip_224.v2_webli’, ‘vit_base_patch16_siglip_224.webli’, ‘vit_base_patch16_siglip_256’, ‘vit_base_patch16_siglip_256.v2_webli’, ‘vit_base_patch16_siglip_256.webli’, ‘vit_base_patch16_siglip_256.webli_i18n’, ‘vit_base_patch16_siglip_384’, ‘vit_base_patch16_siglip_384.v2_webli’, ‘vit_base_patch16_siglip_384.webli’, ‘vit_base_patch16_siglip_512’, ‘vit_base_patch16_siglip_512.v2_webli’, ‘vit_base_patch16_siglip_512.webli’, ‘vit_base_patch16_siglip_gap_224’, ‘vit_base_patch16_siglip_gap_224.v2_webli’, ‘vit_base_patch16_siglip_gap_224.webli’, ‘vit_base_patch16_siglip_gap_256’, ‘vit_base_patch16_siglip_gap_256.v2_webli’, ‘vit_base_patch16_siglip_gap_256.webli’, ‘vit_base_patch16_siglip_gap_256.webli_i18n’, ‘vit_base_patch16_siglip_gap_384’, ‘vit_base_patch16_siglip_gap_384.v2_webli’, ‘vit_base_patch16_siglip_gap_384.webli’, ‘vit_base_patch16_siglip_gap_512’, ‘vit_base_patch16_siglip_gap_512.v2_webli’, ‘vit_base_patch16_siglip_gap_512.webli’, ‘vit_base_patch16_xp_224’, ‘vit_base_patch16_xp_224.untrained’, ‘vit_base_patch32_224’, ‘vit_base_patch32_224.augreg_in1k’, ‘vit_base_patch32_224.augreg_in21k’, ‘vit_base_patch32_224.augreg_in21k_ft_in1k’, ‘vit_base_patch32_224.orig_in21k’, ‘vit_base_patch32_224.sam_in1k’, ‘vit_base_patch32_384’, ‘vit_base_patch32_384.augreg_in1k’, ‘vit_base_patch32_384.augreg_in21k_ft_in1k’, ‘vit_base_patch32_clip_224’, ‘vit_base_patch32_clip_224.datacompxl’, ‘vit_base_patch32_clip_224.laion2b’, ‘vit_base_patch32_clip_224.laion2b_ft_in12k_in1k’, ‘vit_base_patch32_clip_224.laion2b_ft_in1k’, ‘vit_base_patch32_clip_224.laion400m_e32’, ‘vit_base_patch32_clip_224.metaclip_2pt5b’, ‘vit_base_patch32_clip_224.metaclip_400m’, ‘vit_base_patch32_clip_224.openai’, ‘vit_base_patch32_clip_224.openai_ft_in12k_in1k’, ‘vit_base_patch32_clip_224.openai_ft_in1k’, ‘vit_base_patch32_clip_256’, ‘vit_base_patch32_clip_256.datacompxl’, ‘vit_base_patch32_clip_384’, ‘vit_base_patch32_clip_384.laion2b_ft_in12k_in1k’, ‘vit_base_patch32_clip_384.openai_ft_in12k_in1k’, ‘vit_base_patch32_clip_448’, ‘vit_base_patch32_clip_448.laion2b_ft_in12k_in1k’, ‘vit_base_patch32_clip_quickgelu_224’, ‘vit_base_patch32_clip_quickgelu_224.laion400m_e32’, ‘vit_base_patch32_clip_quickgelu_224.metaclip_2pt5b’, ‘vit_base_patch32_clip_quickgelu_224.metaclip_400m’, ‘vit_base_patch32_clip_quickgelu_224.openai’, ‘vit_base_patch32_plus_256’, ‘vit_base_patch32_plus_256.untrained’, ‘vit_base_patch32_siglip_256’, ‘vit_base_patch32_siglip_256.v2_webli’, ‘vit_base_patch32_siglip_gap_256’, ‘vit_base_patch32_siglip_gap_256.v2_webli’, ‘vit_base_patch8_224’, ‘vit_base_patch8_224.augreg2_in21k_ft_in1k’, ‘vit_base_patch8_224.augreg_in21k’, ‘vit_base_patch8_224.augreg_in21k_ft_in1k’, ‘vit_base_patch8_224.dino’, ‘vit_betwixt_patch16_gap_256’, ‘vit_betwixt_patch16_gap_256.untrained’, ‘vit_betwixt_patch16_reg1_gap_256’, ‘vit_betwixt_patch16_reg1_gap_256.sbb_in1k’, ‘vit_betwixt_patch16_reg4_gap_256’, ‘vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k’, ‘vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k’, ‘vit_betwixt_patch16_reg4_gap_256.sbb_in12k’, ‘vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k’, ‘vit_betwixt_patch16_reg4_gap_256.sbb_in1k’, ‘vit_betwixt_patch16_reg4_gap_384’, ‘vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k’, ‘vit_betwixt_patch32_clip_224’, ‘vit_betwixt_patch32_clip_224.tinyclip_laion400m’, ‘vit_dlittle_patch16_reg1_gap_256’, ‘vit_dlittle_patch16_reg1_gap_256.sbb_nadamuon_in1k’, ‘vit_dpwee_patch16_reg1_gap_256’, ‘vit_dpwee_patch16_reg1_gap_256.sbb_in1k’, ‘vit_dpwee_patch16_reg1_gap_256.sbb_nadamuon_in1k’, ‘vit_dwee_patch16_reg1_gap_256’, ‘vit_dwee_patch16_reg1_gap_256.sbb_in1k’, ‘vit_dwee_patch16_reg1_gap_256.sbb_nadamuon_in1k’, ‘vit_giant_patch14_224’, ‘vit_giant_patch14_224.untrained’, ‘vit_giant_patch14_clip_224’, ‘vit_giant_patch14_clip_224.laion2b’, ‘vit_giant_patch14_dinov2’, ‘vit_giant_patch14_dinov2.lvd142m’, ‘vit_giant_patch14_reg4_dinov2’, ‘vit_giant_patch14_reg4_dinov2.lvd142m’, ‘vit_giant_patch16_gap_224’, ‘vit_giant_patch16_gap_224.in22k_ijepa’, ‘vit_giantopt_patch16_siglip_256’, ‘vit_giantopt_patch16_siglip_256.v2_webli’, ‘vit_giantopt_patch16_siglip_384’, ‘vit_giantopt_patch16_siglip_384.v2_webli’, ‘vit_giantopt_patch16_siglip_gap_256’, ‘vit_giantopt_patch16_siglip_gap_256.v2_webli’, ‘vit_giantopt_patch16_siglip_gap_384’, ‘vit_giantopt_patch16_siglip_gap_384.v2_webli’, ‘vit_gigantic_patch14_224’, ‘vit_gigantic_patch14_224.untrained’, ‘vit_gigantic_patch14_clip_224’, ‘vit_gigantic_patch14_clip_224.laion2b’, ‘vit_gigantic_patch14_clip_224.metaclip2_worldwide’, ‘vit_gigantic_patch14_clip_224.metaclip_2pt5b’, ‘vit_gigantic_patch14_clip_378’, ‘vit_gigantic_patch14_clip_378.metaclip2_worldwide’, ‘vit_gigantic_patch14_clip_quickgelu_224’, ‘vit_gigantic_patch14_clip_quickgelu_224.metaclip_2pt5b’, ‘vit_huge_patch14_224’, ‘vit_huge_patch14_224.mae’, ‘vit_huge_patch14_224.orig_in21k’, ‘vit_huge_patch14_224.untrained’, ‘vit_huge_patch14_clip_224’, ‘vit_huge_patch14_clip_224.dfn5b’, ‘vit_huge_patch14_clip_224.laion2b’, ‘vit_huge_patch14_clip_224.laion2b_ft_in12k’, ‘vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k’, ‘vit_huge_patch14_clip_224.laion2b_ft_in1k’, ‘vit_huge_patch14_clip_224.metaclip2_worldwide’, ‘vit_huge_patch14_clip_224.metaclip_2pt5b’, ‘vit_huge_patch14_clip_224.metaclip_altogether’, ‘vit_huge_patch14_clip_336’, ‘vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k’, ‘vit_huge_patch14_clip_336.laion2b_ft_in1k’, ‘vit_huge_patch14_clip_378’, ‘vit_huge_patch14_clip_378.dfn5b’, ‘vit_huge_patch14_clip_378.metaclip2_worldwide’, ‘vit_huge_patch14_clip_quickgelu_224’, ‘vit_huge_patch14_clip_quickgelu_224.dfn5b’, ‘vit_huge_patch14_clip_quickgelu_224.metaclip2_worldwide’, ‘vit_huge_patch14_clip_quickgelu_224.metaclip_2pt5b’, ‘vit_huge_patch14_clip_quickgelu_378’, ‘vit_huge_patch14_clip_quickgelu_378.dfn5b’, ‘vit_huge_patch14_gap_224’, ‘vit_huge_patch14_gap_224.in1k_ijepa’, ‘vit_huge_patch14_gap_224.in22k_ijepa’, ‘vit_huge_patch14_xp_224’, ‘vit_huge_patch14_xp_224.untrained’, ‘vit_huge_patch16_gap_448’, ‘vit_huge_patch16_gap_448.in1k_ijepa’, ‘vit_intern300m_patch14_448’, ‘vit_intern300m_patch14_448.ogvl_2pt5’, ‘vit_intern300m_patch14_448.ogvl_dist’, ‘vit_large_patch14_224’, ‘vit_large_patch14_224.untrained’, ‘vit_large_patch14_clip_224’, ‘vit_large_patch14_clip_224.apple_mclip2_dfndr2b’, ‘vit_large_patch14_clip_224.datacompxl’, ‘vit_large_patch14_clip_224.dfn2b’, ‘vit_large_patch14_clip_224.dfn2b_s39b’, ‘vit_large_patch14_clip_224.laion2b’, ‘vit_large_patch14_clip_224.laion2b_ft_in12k’, ‘vit_large_patch14_clip_224.laion2b_ft_in12k_in1k’, ‘vit_large_patch14_clip_224.laion2b_ft_in1k’, ‘vit_large_patch14_clip_224.laion400m_e32’, ‘vit_large_patch14_clip_224.metaclip_2pt5b’, ‘vit_large_patch14_clip_224.metaclip_400m’, ‘vit_large_patch14_clip_224.openai’, ‘vit_large_patch14_clip_224.openai_ft_in12k’, ‘vit_large_patch14_clip_224.openai_ft_in12k_in1k’, ‘vit_large_patch14_clip_224.openai_ft_in1k’, ‘vit_large_patch14_clip_336’, ‘vit_large_patch14_clip_336.laion2b_ft_in12k_in1k’, ‘vit_large_patch14_clip_336.laion2b_ft_in1k’, ‘vit_large_patch14_clip_336.openai’, ‘vit_large_patch14_clip_336.openai_ft_in12k_in1k’, ‘vit_large_patch14_clip_quickgelu_224’, ‘vit_large_patch14_clip_quickgelu_224.dfn2b’, ‘vit_large_patch14_clip_quickgelu_224.metaclip_2pt5b’, ‘vit_large_patch14_clip_quickgelu_224.metaclip_400m’, ‘vit_large_patch14_clip_quickgelu_224.openai’, ‘vit_large_patch14_clip_quickgelu_336’, ‘vit_large_patch14_clip_quickgelu_336.openai’, ‘vit_large_patch14_dinov2’, ‘vit_large_patch14_dinov2.lvd142m’, ‘vit_large_patch14_reg4_dinov2’, ‘vit_large_patch14_reg4_dinov2.lvd142m’, ‘vit_large_patch14_xp_224’, ‘vit_large_patch14_xp_224.untrained’, ‘vit_large_patch16_224’, ‘vit_large_patch16_224.augreg_in21k’, ‘vit_large_patch16_224.augreg_in21k_ft_in1k’, ‘vit_large_patch16_224.mae’, ‘vit_large_patch16_224.orig_in21k’, ‘vit_large_patch16_384’, ‘vit_large_patch16_384.augreg_in21k_ft_in1k’, ‘vit_large_patch16_siglip_256’, ‘vit_large_patch16_siglip_256.v2_webli’, ‘vit_large_patch16_siglip_256.webli’, ‘vit_large_patch16_siglip_384’, ‘vit_large_patch16_siglip_384.v2_webli’, ‘vit_large_patch16_siglip_384.webli’, ‘vit_large_patch16_siglip_512’, ‘vit_large_patch16_siglip_512.v2_webli’, ‘vit_large_patch16_siglip_gap_256’, ‘vit_large_patch16_siglip_gap_256.v2_webli’, ‘vit_large_patch16_siglip_gap_256.webli’, ‘vit_large_patch16_siglip_gap_384’, ‘vit_large_patch16_siglip_gap_384.v2_webli’, ‘vit_large_patch16_siglip_gap_384.webli’, ‘vit_large_patch16_siglip_gap_512’, ‘vit_large_patch16_siglip_gap_512.v2_webli’, ‘vit_large_patch32_224’, ‘vit_large_patch32_224.orig_in21k’, ‘vit_large_patch32_384’, ‘vit_large_patch32_384.orig_in21k_ft_in1k’, ‘vit_little_patch16_reg1_gap_256’, ‘vit_little_patch16_reg1_gap_256.sbb_in12k’, ‘vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k’, ‘vit_little_patch16_reg4_gap_256’, ‘vit_little_patch16_reg4_gap_256.sbb_in1k’, ‘vit_medium_patch16_clip_224’, ‘vit_medium_patch16_clip_224.tinyclip_yfcc15m’, ‘vit_medium_patch16_gap_240’, ‘vit_medium_patch16_gap_240.sw_in12k’, ‘vit_medium_patch16_gap_256’, ‘vit_medium_patch16_gap_256.sw_in12k_ft_in1k’, ‘vit_medium_patch16_gap_384’, ‘vit_medium_patch16_gap_384.sw_in12k_ft_in1k’, ‘vit_medium_patch16_reg1_gap_256’, ‘vit_medium_patch16_reg1_gap_256.sbb_in1k’, ‘vit_medium_patch16_reg4_gap_256’, ‘vit_medium_patch16_reg4_gap_256.sbb_in12k’, ‘vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k’, ‘vit_medium_patch16_reg4_gap_256.sbb_in1k’, ‘vit_medium_patch32_clip_224’, ‘vit_medium_patch32_clip_224.tinyclip_laion400m’, ‘vit_mediumd_patch16_reg4_gap_256’, ‘vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k’, ‘vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k’, ‘vit_mediumd_patch16_reg4_gap_256.sbb_in12k’, ‘vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k’, ‘vit_mediumd_patch16_reg4_gap_384’, ‘vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k’, ‘vit_pwee_patch16_reg1_gap_256’, ‘vit_pwee_patch16_reg1_gap_256.sbb_in1k’, ‘vit_small_patch14_dinov2’, ‘vit_small_patch14_dinov2.lvd142m’, ‘vit_small_patch14_reg4_dinov2’, ‘vit_small_patch14_reg4_dinov2.lvd142m’, ‘vit_small_patch16_18x2_224’, ‘vit_small_patch16_18x2_224.untrained’, ‘vit_small_patch16_224’, ‘vit_small_patch16_224.augreg_in1k’, ‘vit_small_patch16_224.augreg_in21k’, ‘vit_small_patch16_224.augreg_in21k_ft_in1k’, ‘vit_small_patch16_224.dino’, ‘vit_small_patch16_36x1_224’, ‘vit_small_patch16_36x1_224.untrained’, ‘vit_small_patch16_384’, ‘vit_small_patch16_384.augreg_in1k’, ‘vit_small_patch16_384.augreg_in21k_ft_in1k’, ‘vit_small_patch32_224’, ‘vit_small_patch32_224.augreg_in21k’, ‘vit_small_patch32_224.augreg_in21k_ft_in1k’, ‘vit_small_patch32_384’, ‘vit_small_patch32_384.augreg_in21k_ft_in1k’, ‘vit_small_patch8_224’, ‘vit_small_patch8_224.dino’, ‘vit_so150m2_patch16_reg1_gap_256’, ‘vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k’, ‘vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k’, ‘vit_so150m2_patch16_reg1_gap_384’, ‘vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k’, ‘vit_so150m2_patch16_reg1_gap_448’, ‘vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k’, ‘vit_so150m_patch16_reg4_gap_256’, ‘vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k’, ‘vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k’, ‘vit_so150m_patch16_reg4_gap_384’, ‘vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k’, ‘vit_so150m_patch16_reg4_map_256’, ‘vit_so150m_patch16_reg4_map_256.untrained’, ‘vit_so400m_patch14_siglip_224’, ‘vit_so400m_patch14_siglip_224.v2_webli’, ‘vit_so400m_patch14_siglip_224.webli’, ‘vit_so400m_patch14_siglip_378’, ‘vit_so400m_patch14_siglip_378.v2_webli’, ‘vit_so400m_patch14_siglip_378.webli’, ‘vit_so400m_patch14_siglip_378.webli_ft_in1k’, ‘vit_so400m_patch14_siglip_384’, ‘vit_so400m_patch14_siglip_384.webli’, ‘vit_so400m_patch14_siglip_gap_224’, ‘vit_so400m_patch14_siglip_gap_224.pali2_10b_pt’, ‘vit_so400m_patch14_siglip_gap_224.pali2_3b_pt’, ‘vit_so400m_patch14_siglip_gap_224.pali_mix’, ‘vit_so400m_patch14_siglip_gap_224.pali_pt’, ‘vit_so400m_patch14_siglip_gap_224.v2_webli’, ‘vit_so400m_patch14_siglip_gap_224.webli’, ‘vit_so400m_patch14_siglip_gap_378’, ‘vit_so400m_patch14_siglip_gap_378.v2_webli’, ‘vit_so400m_patch14_siglip_gap_378.webli’, ‘vit_so400m_patch14_siglip_gap_378.webli_ft_in1k’, ‘vit_so400m_patch14_siglip_gap_384’, ‘vit_so400m_patch14_siglip_gap_384.webli’, ‘vit_so400m_patch14_siglip_gap_448’, ‘vit_so400m_patch14_siglip_gap_448.pali2_10b_docci’, ‘vit_so400m_patch14_siglip_gap_448.pali2_10b_pt’, ‘vit_so400m_patch14_siglip_gap_448.pali2_3b_docci’, ‘vit_so400m_patch14_siglip_gap_448.pali2_3b_pt’, ‘vit_so400m_patch14_siglip_gap_448.pali_mix’, ‘vit_so400m_patch14_siglip_gap_448.pali_ocrvqa’, ‘vit_so400m_patch14_siglip_gap_448.pali_pt’, ‘vit_so400m_patch14_siglip_gap_448.pali_refcoco_seg’, ‘vit_so400m_patch14_siglip_gap_896’, ‘vit_so400m_patch14_siglip_gap_896.pali2_10b_pt’, ‘vit_so400m_patch14_siglip_gap_896.pali2_3b_pt’, ‘vit_so400m_patch14_siglip_gap_896.pali_ocrvqa’, ‘vit_so400m_patch14_siglip_gap_896.pali_pt’, ‘vit_so400m_patch14_siglip_gap_896.pali_refcoco_seg’, ‘vit_so400m_patch16_siglip_256’, ‘vit_so400m_patch16_siglip_256.v2_webli’, ‘vit_so400m_patch16_siglip_256.webli_i18n’, ‘vit_so400m_patch16_siglip_384’, ‘vit_so400m_patch16_siglip_384.v2_webli’, ‘vit_so400m_patch16_siglip_512’, ‘vit_so400m_patch16_siglip_512.v2_webli’, ‘vit_so400m_patch16_siglip_gap_256’, ‘vit_so400m_patch16_siglip_gap_256.v2_webli’, ‘vit_so400m_patch16_siglip_gap_256.webli_i18n’, ‘vit_so400m_patch16_siglip_gap_384’, ‘vit_so400m_patch16_siglip_gap_384.v2_webli’, ‘vit_so400m_patch16_siglip_gap_512’, ‘vit_so400m_patch16_siglip_gap_512.v2_webli’, ‘vit_tiny_patch16_224’, ‘vit_tiny_patch16_224.augreg_in21k’, ‘vit_tiny_patch16_224.augreg_in21k_ft_in1k’, ‘vit_tiny_patch16_384’, ‘vit_tiny_patch16_384.augreg_in21k_ft_in1k’, ‘vit_wee_patch16_reg1_gap_256’, ‘vit_wee_patch16_reg1_gap_256.sbb_in1k’, ‘vit_xsmall_patch16_clip_224’, ‘vit_xsmall_patch16_clip_224.tinyclip_yfcc15m’]