How to select the needed version in create_model_and_transforms?

[Seedmanc]

So in the readme there's a table sorted by Imagenet performance and the best score is by "ViT-H-14-378-quickgelu". But when I do list_pretrained(), there's only one ViT-H model and it's not DFN-5B? What should I load to achieve maximum quality?

[rwightman]

@Seedmanc might want to check your version, because there's lots of H-14 in the list_pretrained()

('RN50', 'openai')
('RN50', 'yfcc15m')
('RN50', 'cc12m')
('RN101', 'openai')
('RN101', 'yfcc15m')
('RN50x4', 'openai')
('RN50x16', 'openai')
('RN50x64', 'openai')
('ViT-B-32', 'openai')
('ViT-B-32', 'laion400m_e31')
('ViT-B-32', 'laion400m_e32')
('ViT-B-32', 'laion2b_e16')
('ViT-B-32', 'laion2b_s34b_b79k')
('ViT-B-32', 'datacomp_xl_s13b_b90k')
('ViT-B-32', 'datacomp_m_s128m_b4k')
('ViT-B-32', 'commonpool_m_clip_s128m_b4k')
('ViT-B-32', 'commonpool_m_laion_s128m_b4k')
('ViT-B-32', 'commonpool_m_image_s128m_b4k')
('ViT-B-32', 'commonpool_m_text_s128m_b4k')
('ViT-B-32', 'commonpool_m_basic_s128m_b4k')
('ViT-B-32', 'commonpool_m_s128m_b4k')
('ViT-B-32', 'datacomp_s_s13m_b4k')
('ViT-B-32', 'commonpool_s_clip_s13m_b4k')
('ViT-B-32', 'commonpool_s_laion_s13m_b4k')
('ViT-B-32', 'commonpool_s_image_s13m_b4k')
('ViT-B-32', 'commonpool_s_text_s13m_b4k')
('ViT-B-32', 'commonpool_s_basic_s13m_b4k')
('ViT-B-32', 'commonpool_s_s13m_b4k')
('ViT-B-32', 'metaclip_400m')
('ViT-B-32', 'metaclip_fullcc')
('ViT-B-32-256', 'datacomp_s34b_b86k')
('ViT-B-16', 'openai')
('ViT-B-16', 'laion400m_e31')
('ViT-B-16', 'laion400m_e32')
('ViT-B-16', 'laion2b_s34b_b88k')
('ViT-B-16', 'datacomp_xl_s13b_b90k')
('ViT-B-16', 'datacomp_l_s1b_b8k')
('ViT-B-16', 'commonpool_l_clip_s1b_b8k')
('ViT-B-16', 'commonpool_l_laion_s1b_b8k')
('ViT-B-16', 'commonpool_l_image_s1b_b8k')
('ViT-B-16', 'commonpool_l_text_s1b_b8k')
('ViT-B-16', 'commonpool_l_basic_s1b_b8k')
('ViT-B-16', 'commonpool_l_s1b_b8k')
('ViT-B-16', 'dfn2b')
('ViT-B-16', 'metaclip_400m')
('ViT-B-16', 'metaclip_fullcc')
('ViT-B-16-plus-240', 'laion400m_e31')
('ViT-B-16-plus-240', 'laion400m_e32')
('ViT-L-14', 'openai')
('ViT-L-14', 'laion400m_e31')
('ViT-L-14', 'laion400m_e32')
('ViT-L-14', 'laion2b_s32b_b82k')
('ViT-L-14', 'datacomp_xl_s13b_b90k')
('ViT-L-14', 'commonpool_xl_clip_s13b_b90k')
('ViT-L-14', 'commonpool_xl_laion_s13b_b90k')
('ViT-L-14', 'commonpool_xl_s13b_b90k')
('ViT-L-14', 'metaclip_400m')
('ViT-L-14', 'metaclip_fullcc')
('ViT-L-14', 'dfn2b')
('ViT-L-14', 'dfn2b_s39b')
('ViT-L-14-336', 'openai')
('ViT-H-14', 'laion2b_s32b_b79k')
('ViT-H-14', 'metaclip_fullcc')
('ViT-H-14', 'metaclip_altogether')
('ViT-H-14', 'dfn5b')
('ViT-H-14-378', 'dfn5b')
('ViT-g-14', 'laion2b_s12b_b42k')
('ViT-g-14', 'laion2b_s34b_b88k')
('ViT-bigG-14', 'laion2b_s39b_b160k')
('ViT-bigG-14', 'metaclip_fullcc')
('roberta-ViT-B-32', 'laion2b_s12b_b32k')
('xlm-roberta-base-ViT-B-32', 'laion5b_s13b_b90k')
('xlm-roberta-large-ViT-H-14', 'frozen_laion5b_s13b_b90k')
('convnext_base', 'laion400m_s13b_b51k')
('convnext_base_w', 'laion2b_s13b_b82k')
('convnext_base_w', 'laion2b_s13b_b82k_augreg')
('convnext_base_w', 'laion_aesthetic_s13b_b82k')
('convnext_base_w_320', 'laion_aesthetic_s13b_b82k')
('convnext_base_w_320', 'laion_aesthetic_s13b_b82k_augreg')
('convnext_large_d', 'laion2b_s26b_b102k_augreg')
('convnext_large_d_320', 'laion2b_s29b_b131k_ft')
('convnext_large_d_320', 'laion2b_s29b_b131k_ft_soup')
('convnext_xxlarge', 'laion2b_s34b_b82k_augreg')
('convnext_xxlarge', 'laion2b_s34b_b82k_augreg_rewind')
('convnext_xxlarge', 'laion2b_s34b_b82k_augreg_soup')
('coca_ViT-B-32', 'laion2b_s13b_b90k')
('coca_ViT-B-32', 'mscoco_finetuned_laion2b_s13b_b90k')
('coca_ViT-L-14', 'laion2b_s13b_b90k')
('coca_ViT-L-14', 'mscoco_finetuned_laion2b_s13b_b90k')
('EVA01-g-14', 'laion400m_s11b_b41k')
('EVA01-g-14-plus', 'merged2b_s11b_b114k')
('EVA02-B-16', 'merged2b_s8b_b131k')
('EVA02-L-14', 'merged2b_s4b_b131k')
('EVA02-L-14-336', 'merged2b_s6b_b61k')
('EVA02-E-14', 'laion2b_s4b_b115k')
('EVA02-E-14-plus', 'laion2b_s9b_b144k')
('ViT-B-16-SigLIP', 'webli')
('ViT-B-16-SigLIP-256', 'webli')
('ViT-B-16-SigLIP-i18n-256', 'webli')
('ViT-B-16-SigLIP-384', 'webli')
('ViT-B-16-SigLIP-512', 'webli')
('ViT-L-16-SigLIP-256', 'webli')
('ViT-L-16-SigLIP-384', 'webli')
('ViT-SO400M-14-SigLIP', 'webli')
('ViT-SO400M-16-SigLIP-i18n-256', 'webli')
('ViT-SO400M-14-SigLIP-378', 'webli')
('ViT-SO400M-14-SigLIP-384', 'webli')
('ViT-B-32-SigLIP2-256', 'webli')
('ViT-B-16-SigLIP2', 'webli')
('ViT-B-16-SigLIP2-256', 'webli')
('ViT-B-16-SigLIP2-384', 'webli')
('ViT-B-16-SigLIP2-512', 'webli')
('ViT-L-16-SigLIP2-256', 'webli')
('ViT-L-16-SigLIP2-384', 'webli')
('ViT-L-16-SigLIP2-512', 'webli')
('ViT-SO400M-14-SigLIP2', 'webli')
('ViT-SO400M-14-SigLIP2-378', 'webli')
('ViT-SO400M-16-SigLIP2-256', 'webli')
('ViT-SO400M-16-SigLIP2-384', 'webli')
('ViT-SO400M-16-SigLIP2-512', 'webli')
('ViT-gopt-16-SigLIP2-256', 'webli')
('ViT-gopt-16-SigLIP2-384', 'webli')
('ViT-L-14-CLIPA', 'datacomp1b')
('ViT-L-14-CLIPA-336', 'datacomp1b')
('ViT-H-14-CLIPA', 'datacomp1b')
('ViT-H-14-CLIPA-336', 'laion2b')
('ViT-H-14-CLIPA-336', 'datacomp1b')
('ViT-bigG-14-CLIPA', 'datacomp1b')
('ViT-bigG-14-CLIPA-336', 'datacomp1b')
('nllb-clip-base', 'v1')
('nllb-clip-large', 'v1')
('nllb-clip-base-siglip', 'v1')
('nllb-clip-base-siglip', 'mrl')
('nllb-clip-large-siglip', 'v1')
('nllb-clip-large-siglip', 'mrl')
('MobileCLIP-S1', 'datacompdr')
('MobileCLIP-S2', 'datacompdr')
('MobileCLIP-B', 'datacompdr')
('MobileCLIP-B', 'datacompdr_lt')
('ViTamin-S', 'datacomp1b')
('ViTamin-S-LTT', 'datacomp1b')
('ViTamin-B', 'datacomp1b')
('ViTamin-B-LTT', 'datacomp1b')
('ViTamin-L', 'datacomp1b')
('ViTamin-L-256', 'datacomp1b')
('ViTamin-L-336', 'datacomp1b')
('ViTamin-L-384', 'datacomp1b')
('ViTamin-L2', 'datacomp1b')
('ViTamin-L2-256', 'datacomp1b')
('ViTamin-L2-336', 'datacomp1b')
('ViTamin-L2-384', 'datacomp1b')
('ViTamin-XL-256', 'datacomp1b')
('ViTamin-XL-336', 'datacomp1b')
('ViTamin-XL-384', 'datacomp1b')
('RN50-quickgelu', 'openai')
('RN50-quickgelu', 'yfcc15m')
('RN50-quickgelu', 'cc12m')
('RN101-quickgelu', 'openai')
('RN101-quickgelu', 'yfcc15m')
('RN50x4-quickgelu', 'openai')
('RN50x16-quickgelu', 'openai')
('RN50x64-quickgelu', 'openai')
('ViT-B-32-quickgelu', 'openai')
('ViT-B-32-quickgelu', 'laion400m_e31')
('ViT-B-32-quickgelu', 'laion400m_e32')
('ViT-B-32-quickgelu', 'metaclip_400m')
('ViT-B-32-quickgelu', 'metaclip_fullcc')
('ViT-B-16-quickgelu', 'openai')
('ViT-B-16-quickgelu', 'dfn2b')
('ViT-B-16-quickgelu', 'metaclip_400m')
('ViT-B-16-quickgelu', 'metaclip_fullcc')
('ViT-L-14-quickgelu', 'openai')
('ViT-L-14-quickgelu', 'metaclip_400m')
('ViT-L-14-quickgelu', 'metaclip_fullcc')
('ViT-L-14-quickgelu', 'dfn2b')
('ViT-L-14-336-quickgelu', 'openai')
('ViT-H-14-quickgelu', 'metaclip_fullcc')
('ViT-H-14-quickgelu', 'dfn5b')
('ViT-H-14-378-quickgelu', 'dfn5b')
('ViT-bigG-14-quickgelu', 'metaclip_fullcc')

[rwightman]

('ViT-H-14', 'laion2b_s32b_b79k')
('ViT-H-14', 'metaclip_fullcc')
('ViT-H-14', 'metaclip_altogether')
('ViT-H-14', 'dfn5b')
('ViT-H-14-378', 'dfn5b')
('ViT-H-14-quickgelu', 'metaclip_fullcc')
('ViT-H-14-quickgelu', 'dfn5b')
('ViT-H-14-378-quickgelu', 'dfn5b')
('ViT-H-14-CLIPA', 'datacomp1b')
('ViT-H-14-CLIPA-336', 'laion2b')
('ViT-H-14-CLIPA-336', 'datacomp1b')