:orphan:

.. _dpt-encoders:

DPT Encoders
============

This is a list of Vision Transformer encoders that are compatible with the DPT architecture.
While other Vision Transformer encoders from timm may also be compatible, the ones listed below are tested to work properly.

.. list-table:: Encoder Name
   :widths: 100
   :header-rows: 0

   * - tu-fastvit_ma36.apple_dist_in1k
   * - tu-fastvit_ma36.apple_in1k
   * - tu-fastvit_mci0.apple_mclip
   * - tu-fastvit_mci1.apple_mclip
   * - tu-fastvit_mci2.apple_mclip
   * - tu-fastvit_s12.apple_dist_in1k
   * - tu-fastvit_s12.apple_in1k
   * - tu-fastvit_sa12.apple_dist_in1k
   * - tu-fastvit_sa12.apple_in1k
   * - tu-fastvit_sa24.apple_dist_in1k
   * - tu-fastvit_sa24.apple_in1k
   * - tu-fastvit_sa36.apple_dist_in1k
   * - tu-fastvit_sa36.apple_in1k
   * - tu-fastvit_t8.apple_dist_in1k
   * - tu-fastvit_t8.apple_in1k
   * - tu-fastvit_t12.apple_dist_in1k
   * - tu-fastvit_t12.apple_in1k
   * - tu-flexivit_base.300ep_in1k
   * - tu-flexivit_base.300ep_in21k
   * - tu-flexivit_base.600ep_in1k
   * - tu-flexivit_base.1000ep_in21k
   * - tu-flexivit_base.1200ep_in1k
   * - tu-flexivit_base.patch16_in21k
   * - tu-flexivit_base.patch30_in21k
   * - tu-flexivit_large.300ep_in1k
   * - tu-flexivit_large.600ep_in1k
   * - tu-flexivit_large.1200ep_in1k
   * - tu-flexivit_small.300ep_in1k
   * - tu-flexivit_small.600ep_in1k
   * - tu-flexivit_small.1200ep_in1k
   * - tu-maxvit_base_tf_224.in1k
   * - tu-maxvit_base_tf_224.in21k
   * - tu-maxvit_base_tf_384.in1k
   * - tu-maxvit_base_tf_384.in21k_ft_in1k
   * - tu-maxvit_base_tf_512.in1k
   * - tu-maxvit_base_tf_512.in21k_ft_in1k
   * - tu-maxvit_large_tf_224.in1k
   * - tu-maxvit_large_tf_224.in21k
   * - tu-maxvit_large_tf_384.in1k
   * - tu-maxvit_large_tf_384.in21k_ft_in1k
   * - tu-maxvit_large_tf_512.in1k
   * - tu-maxvit_large_tf_512.in21k_ft_in1k
   * - tu-maxvit_nano_rw_256.sw_in1k
   * - tu-maxvit_rmlp_base_rw_224.sw_in12k
   * - tu-maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k
   * - tu-maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k
   * - tu-maxvit_rmlp_nano_rw_256.sw_in1k
   * - tu-maxvit_rmlp_pico_rw_256.sw_in1k
   * - tu-maxvit_rmlp_small_rw_224.sw_in1k
   * - tu-maxvit_rmlp_tiny_rw_256.sw_in1k
   * - tu-maxvit_small_tf_224.in1k
   * - tu-maxvit_small_tf_384.in1k
   * - tu-maxvit_small_tf_512.in1k
   * - tu-maxvit_tiny_rw_224.sw_in1k
   * - tu-maxvit_tiny_tf_224.in1k
   * - tu-maxvit_tiny_tf_384.in1k
   * - tu-maxvit_tiny_tf_512.in1k
   * - tu-maxvit_xlarge_tf_224.in21k
   * - tu-maxvit_xlarge_tf_384.in21k_ft_in1k
   * - tu-maxvit_xlarge_tf_512.in21k_ft_in1k
   * - tu-maxxvit_rmlp_nano_rw_256.sw_in1k
   * - tu-maxxvit_rmlp_small_rw_256.sw_in1k
   * - tu-maxxvitv2_nano_rw_256.sw_in1k
   * - tu-maxxvitv2_rmlp_base_rw_224.sw_in12k
   * - tu-maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k
   * - tu-maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k
   * - tu-mobilevit_s.cvnets_in1k
   * - tu-mobilevit_xs.cvnets_in1k
   * - tu-mobilevit_xxs.cvnets_in1k
   * - tu-mobilevitv2_050.cvnets_in1k
   * - tu-mobilevitv2_075.cvnets_in1k
   * - tu-mobilevitv2_100.cvnets_in1k
   * - tu-mobilevitv2_125.cvnets_in1k
   * - tu-mobilevitv2_150.cvnets_in1k
   * - tu-mobilevitv2_150.cvnets_in22k_ft_in1k
   * - tu-mobilevitv2_150.cvnets_in22k_ft_in1k_384
   * - tu-mobilevitv2_175.cvnets_in1k
   * - tu-mobilevitv2_175.cvnets_in22k_ft_in1k
   * - tu-mobilevitv2_175.cvnets_in22k_ft_in1k_384
   * - tu-mobilevitv2_200.cvnets_in1k
   * - tu-mobilevitv2_200.cvnets_in22k_ft_in1k
   * - tu-mobilevitv2_200.cvnets_in22k_ft_in1k_384
   * - tu-mvitv2_base.fb_in1k
   * - tu-mvitv2_base_cls.fb_inw21k
   * - tu-mvitv2_huge_cls.fb_inw21k
   * - tu-mvitv2_large.fb_in1k
   * - tu-mvitv2_large_cls.fb_inw21k
   * - tu-mvitv2_small.fb_in1k
   * - tu-mvitv2_tiny.fb_in1k
   * - tu-samvit_base_patch16.sa1b
   * - tu-samvit_huge_patch16.sa1b
   * - tu-samvit_large_patch16.sa1b
   * - tu-test_vit2.r160_in1k
   * - tu-test_vit3.r160_in1k
   * - tu-test_vit.r160_in1k
   * - tu-vit_base_mci_224.apple_mclip
   * - tu-vit_base_mci_224.apple_mclip_lt
   * - tu-vit_base_patch8_224.augreg2_in21k_ft_in1k
   * - tu-vit_base_patch8_224.augreg_in21k
   * - tu-vit_base_patch8_224.augreg_in21k_ft_in1k
   * - tu-vit_base_patch8_224.dino
   * - tu-vit_base_patch16_224.augreg2_in21k_ft_in1k
   * - tu-vit_base_patch16_224.augreg_in1k
   * - tu-vit_base_patch16_224.augreg_in21k
   * - tu-vit_base_patch16_224.augreg_in21k_ft_in1k
   * - tu-vit_base_patch16_224.dino
   * - tu-vit_base_patch16_224.mae
   * - tu-vit_base_patch16_224.orig_in21k
   * - tu-vit_base_patch16_224.orig_in21k_ft_in1k
   * - tu-vit_base_patch16_224.sam_in1k
   * - tu-vit_base_patch16_224_miil.in21k
   * - tu-vit_base_patch16_224_miil.in21k_ft_in1k
   * - tu-vit_base_patch16_384.augreg_in1k
   * - tu-vit_base_patch16_384.augreg_in21k_ft_in1k
   * - tu-vit_base_patch16_384.orig_in21k_ft_in1k
   * - tu-vit_base_patch16_clip_224.datacompxl
   * - tu-vit_base_patch16_clip_224.dfn2b
   * - tu-vit_base_patch16_clip_224.laion2b
   * - tu-vit_base_patch16_clip_224.laion2b_ft_in1k
   * - tu-vit_base_patch16_clip_224.laion2b_ft_in12k
   * - tu-vit_base_patch16_clip_224.laion2b_ft_in12k_in1k
   * - tu-vit_base_patch16_clip_224.laion400m_e32
   * - tu-vit_base_patch16_clip_224.metaclip_2pt5b
   * - tu-vit_base_patch16_clip_224.metaclip_400m
   * - tu-vit_base_patch16_clip_224.openai
   * - tu-vit_base_patch16_clip_224.openai_ft_in1k
   * - tu-vit_base_patch16_clip_224.openai_ft_in12k
   * - tu-vit_base_patch16_clip_224.openai_ft_in12k_in1k
   * - tu-vit_base_patch16_clip_384.laion2b_ft_in1k
   * - tu-vit_base_patch16_clip_384.laion2b_ft_in12k_in1k
   * - tu-vit_base_patch16_clip_384.openai_ft_in1k
   * - tu-vit_base_patch16_clip_384.openai_ft_in12k_in1k
   * - tu-vit_base_patch16_clip_quickgelu_224.metaclip_2pt5b
   * - tu-vit_base_patch16_clip_quickgelu_224.metaclip_400m
   * - tu-vit_base_patch16_clip_quickgelu_224.openai
   * - tu-vit_base_patch16_plus_clip_240.laion400m_e32
   * - tu-vit_base_patch16_rope_reg1_gap_256.sbb_in1k
   * - tu-vit_base_patch16_rpn_224.sw_in1k
   * - tu-vit_base_patch16_siglip_224.v2_webli
   * - tu-vit_base_patch16_siglip_224.webli
   * - tu-vit_base_patch16_siglip_256.v2_webli
   * - tu-vit_base_patch16_siglip_256.webli
   * - tu-vit_base_patch16_siglip_256.webli_i18n
   * - tu-vit_base_patch16_siglip_384.v2_webli
   * - tu-vit_base_patch16_siglip_384.webli
   * - tu-vit_base_patch16_siglip_512.v2_webli
   * - tu-vit_base_patch16_siglip_512.webli
   * - tu-vit_base_patch16_siglip_gap_224.v2_webli
   * - tu-vit_base_patch16_siglip_gap_224.webli
   * - tu-vit_base_patch16_siglip_gap_256.v2_webli
   * - tu-vit_base_patch16_siglip_gap_256.webli
   * - tu-vit_base_patch16_siglip_gap_256.webli_i18n
   * - tu-vit_base_patch16_siglip_gap_384.v2_webli
   * - tu-vit_base_patch16_siglip_gap_384.webli
   * - tu-vit_base_patch16_siglip_gap_512.v2_webli
   * - tu-vit_base_patch16_siglip_gap_512.webli
   * - tu-vit_base_patch32_224.augreg_in1k
   * - tu-vit_base_patch32_224.augreg_in21k
   * - tu-vit_base_patch32_224.augreg_in21k_ft_in1k
   * - tu-vit_base_patch32_224.orig_in21k
   * - tu-vit_base_patch32_224.sam_in1k
   * - tu-vit_base_patch32_384.augreg_in1k
   * - tu-vit_base_patch32_384.augreg_in21k_ft_in1k
   * - tu-vit_base_patch32_clip_224.datacompxl
   * - tu-vit_base_patch32_clip_224.laion2b
   * - tu-vit_base_patch32_clip_224.laion2b_ft_in1k
   * - tu-vit_base_patch32_clip_224.laion2b_ft_in12k_in1k
   * - tu-vit_base_patch32_clip_224.laion400m_e32
   * - tu-vit_base_patch32_clip_224.metaclip_2pt5b
   * - tu-vit_base_patch32_clip_224.metaclip_400m
   * - tu-vit_base_patch32_clip_224.openai
   * - tu-vit_base_patch32_clip_224.openai_ft_in1k
   * - tu-vit_base_patch32_clip_256.datacompxl
   * - tu-vit_base_patch32_clip_384.laion2b_ft_in12k_in1k
   * - tu-vit_base_patch32_clip_384.openai_ft_in12k_in1k
   * - tu-vit_base_patch32_clip_448.laion2b_ft_in12k_in1k
   * - tu-vit_base_patch32_clip_quickgelu_224.laion400m_e32
   * - tu-vit_base_patch32_clip_quickgelu_224.metaclip_2pt5b
   * - tu-vit_base_patch32_clip_quickgelu_224.metaclip_400m
   * - tu-vit_base_patch32_clip_quickgelu_224.openai
   * - tu-vit_base_patch32_siglip_256.v2_webli
   * - tu-vit_base_patch32_siglip_gap_256.v2_webli
   * - tu-vit_base_r50_s16_224.orig_in21k
   * - tu-vit_base_r50_s16_384.orig_in21k_ft_in1k
   * - tu-vit_betwixt_patch16_reg1_gap_256.sbb_in1k
   * - tu-vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k
   * - tu-vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k
   * - tu-vit_betwixt_patch16_reg4_gap_256.sbb_in1k
   * - tu-vit_betwixt_patch16_reg4_gap_256.sbb_in12k
   * - tu-vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k
   * - tu-vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k
   * - tu-vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k
   * - tu-vit_betwixt_patch32_clip_224.tinyclip_laion400m
   * - tu-vit_giant_patch16_gap_224.in22k_ijepa
   * - tu-vit_giantopt_patch16_siglip_256.v2_webli
   * - tu-vit_giantopt_patch16_siglip_384.v2_webli
   * - tu-vit_giantopt_patch16_siglip_gap_256.v2_webli
   * - tu-vit_giantopt_patch16_siglip_gap_384.v2_webli
   * - tu-vit_huge_patch16_gap_448.in1k_ijepa
   * - tu-vit_large_patch16_224.augreg_in21k
   * - tu-vit_large_patch16_224.augreg_in21k_ft_in1k
   * - tu-vit_large_patch16_224.mae
   * - tu-vit_large_patch16_224.orig_in21k
   * - tu-vit_large_patch16_384.augreg_in21k_ft_in1k
   * - tu-vit_large_patch16_siglip_256.v2_webli
   * - tu-vit_large_patch16_siglip_256.webli
   * - tu-vit_large_patch16_siglip_384.v2_webli
   * - tu-vit_large_patch16_siglip_384.webli
   * - tu-vit_large_patch16_siglip_512.v2_webli
   * - tu-vit_large_patch16_siglip_gap_256.v2_webli
   * - tu-vit_large_patch16_siglip_gap_256.webli
   * - tu-vit_large_patch16_siglip_gap_384.v2_webli
   * - tu-vit_large_patch16_siglip_gap_384.webli
   * - tu-vit_large_patch16_siglip_gap_512.v2_webli
   * - tu-vit_large_patch32_224.orig_in21k
   * - tu-vit_large_patch32_384.orig_in21k_ft_in1k
   * - tu-vit_large_r50_s32_224.augreg_in21k
   * - tu-vit_large_r50_s32_224.augreg_in21k_ft_in1k
   * - tu-vit_large_r50_s32_384.augreg_in21k_ft_in1k
   * - tu-vit_little_patch16_reg1_gap_256.sbb_in12k
   * - tu-vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k
   * - tu-vit_little_patch16_reg4_gap_256.sbb_in1k
   * - tu-vit_medium_patch16_clip_224.tinyclip_yfcc15m
   * - tu-vit_medium_patch16_gap_240.sw_in12k
   * - tu-vit_medium_patch16_gap_256.sw_in12k_ft_in1k
   * - tu-vit_medium_patch16_gap_384.sw_in12k_ft_in1k
   * - tu-vit_medium_patch16_reg1_gap_256.sbb_in1k
   * - tu-vit_medium_patch16_reg4_gap_256.sbb_in1k
   * - tu-vit_medium_patch16_reg4_gap_256.sbb_in12k
   * - tu-vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k
   * - tu-vit_medium_patch16_rope_reg1_gap_256.sbb_in1k
   * - tu-vit_medium_patch32_clip_224.tinyclip_laion400m
   * - tu-vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k
   * - tu-vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k
   * - tu-vit_mediumd_patch16_reg4_gap_256.sbb_in12k
   * - tu-vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k
   * - tu-vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k
   * - tu-vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k
   * - tu-vit_pwee_patch16_reg1_gap_256.sbb_in1k
   * - tu-vit_relpos_base_patch16_224.sw_in1k
   * - tu-vit_relpos_base_patch16_clsgap_224.sw_in1k
   * - tu-vit_relpos_base_patch32_plus_rpn_256.sw_in1k
   * - tu-vit_relpos_medium_patch16_224.sw_in1k
   * - tu-vit_relpos_medium_patch16_cls_224.sw_in1k
   * - tu-vit_relpos_medium_patch16_rpn_224.sw_in1k
   * - tu-vit_relpos_small_patch16_224.sw_in1k
   * - tu-vit_small_patch8_224.dino
   * - tu-vit_small_patch16_224.augreg_in1k
   * - tu-vit_small_patch16_224.augreg_in21k
   * - tu-vit_small_patch16_224.augreg_in21k_ft_in1k
   * - tu-vit_small_patch16_224.dino
   * - tu-vit_small_patch16_384.augreg_in1k
   * - tu-vit_small_patch16_384.augreg_in21k_ft_in1k
   * - tu-vit_small_patch32_224.augreg_in21k
   * - tu-vit_small_patch32_224.augreg_in21k_ft_in1k
   * - tu-vit_small_patch32_384.augreg_in21k_ft_in1k
   * - tu-vit_small_r26_s32_224.augreg_in21k
   * - tu-vit_small_r26_s32_224.augreg_in21k_ft_in1k
   * - tu-vit_small_r26_s32_384.augreg_in21k_ft_in1k
   * - tu-vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k
   * - tu-vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k
   * - tu-vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k
   * - tu-vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k
   * - tu-vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k
   * - tu-vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k
   * - tu-vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k
   * - tu-vit_so400m_patch16_siglip_256.v2_webli
   * - tu-vit_so400m_patch16_siglip_256.webli_i18n
   * - tu-vit_so400m_patch16_siglip_384.v2_webli
   * - tu-vit_so400m_patch16_siglip_512.v2_webli
   * - tu-vit_so400m_patch16_siglip_gap_256.v2_webli
   * - tu-vit_so400m_patch16_siglip_gap_256.webli_i18n
   * - tu-vit_so400m_patch16_siglip_gap_384.v2_webli
   * - tu-vit_so400m_patch16_siglip_gap_512.v2_webli
   * - tu-vit_srelpos_medium_patch16_224.sw_in1k
   * - tu-vit_srelpos_small_patch16_224.sw_in1k
   * - tu-vit_tiny_patch16_224.augreg_in21k
   * - tu-vit_tiny_patch16_224.augreg_in21k_ft_in1k
   * - tu-vit_tiny_patch16_384.augreg_in21k_ft_in1k
   * - tu-vit_tiny_r_s16_p8_224.augreg_in21k
   * - tu-vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k
   * - tu-vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k
   * - tu-vit_wee_patch16_reg1_gap_256.sbb_in1k
   * - tu-vit_xsmall_patch16_clip_224.tinyclip_yfcc15m
   * - tu-vitamin_base_224.datacomp1b_clip
   * - tu-vitamin_base_224.datacomp1b_clip_ltt
   * - tu-vitamin_large2_224.datacomp1b_clip
   * - tu-vitamin_large2_256.datacomp1b_clip
   * - tu-vitamin_large2_336.datacomp1b_clip
   * - tu-vitamin_large2_384.datacomp1b_clip
   * - tu-vitamin_large_224.datacomp1b_clip
   * - tu-vitamin_large_256.datacomp1b_clip
   * - tu-vitamin_large_336.datacomp1b_clip
   * - tu-vitamin_large_384.datacomp1b_clip
   * - tu-vitamin_small_224.datacomp1b_clip
   * - tu-vitamin_small_224.datacomp1b_clip_ltt
   * - tu-vitamin_xlarge_256.datacomp1b_clip
   * - tu-vitamin_xlarge_336.datacomp1b_clip
   * - tu-vitamin_xlarge_384.datacomp1b_clip
   * - tu-hiera_small_abswin_256.sbb2_e200_in12k
   * - tu-hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k
   * - tu-hiera_small_abswin_256.sbb2_pd_e200_in12k
   * - tu-hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k
   * - tu-swin_base_patch4_window7_224.ms_in1k
   * - tu-swin_base_patch4_window7_224.ms_in22k
   * - tu-swin_base_patch4_window7_224.ms_in22k_ft_in1k
   * - tu-swin_base_patch4_window12_384.ms_in1k
   * - tu-swin_base_patch4_window12_384.ms_in22k
   * - tu-swin_base_patch4_window12_384.ms_in22k_ft_in1k
   * - tu-swin_large_patch4_window7_224.ms_in22k
   * - tu-swin_large_patch4_window7_224.ms_in22k_ft_in1k
   * - tu-swin_large_patch4_window12_384.ms_in22k
   * - tu-swin_large_patch4_window12_384.ms_in22k_ft_in1k
   * - tu-swin_s3_base_224.ms_in1k
   * - tu-swin_s3_small_224.ms_in1k
   * - tu-swin_s3_tiny_224.ms_in1k
   * - tu-swin_small_patch4_window7_224.ms_in1k
   * - tu-swin_small_patch4_window7_224.ms_in22k
   * - tu-swin_small_patch4_window7_224.ms_in22k_ft_in1k
   * - tu-swin_tiny_patch4_window7_224.ms_in1k
   * - tu-swin_tiny_patch4_window7_224.ms_in22k
   * - tu-swin_tiny_patch4_window7_224.ms_in22k_ft_in1k
   * - tu-swinv2_base_window8_256.ms_in1k
   * - tu-swinv2_base_window12_192.ms_in22k
   * - tu-swinv2_base_window12to16_192to256.ms_in22k_ft_in1k
   * - tu-swinv2_base_window12to24_192to384.ms_in22k_ft_in1k
   * - tu-swinv2_base_window16_256.ms_in1k
   * - tu-swinv2_cr_small_224.sw_in1k
   * - tu-swinv2_cr_small_ns_224.sw_in1k
   * - tu-swinv2_cr_tiny_ns_224.sw_in1k
   * - tu-swinv2_large_window12_192.ms_in22k
   * - tu-swinv2_large_window12to16_192to256.ms_in22k_ft_in1k
   * - tu-swinv2_large_window12to24_192to384.ms_in22k_ft_in1k
   * - tu-swinv2_small_window8_256.ms_in1k
   * - tu-swinv2_small_window16_256.ms_in1k
   * - tu-swinv2_tiny_window8_256.ms_in1k
   * - tu-swinv2_tiny_window16_256.ms_in1k
   * - tu-efficientformer_l1.snap_dist_in1k
   * - tu-efficientformer_l3.snap_dist_in1k
   * - tu-efficientformer_l7.snap_dist_in1k
   * - tu-beit_base_patch16_224.in22k_ft_in22k
   * - tu-beit_base_patch16_224.in22k_ft_in22k_in1k
   * - tu-beit_base_patch16_384.in22k_ft_in22k_in1k
   * - tu-beit_large_patch16_224.in22k_ft_in22k
   * - tu-beit_large_patch16_224.in22k_ft_in22k_in1k
   * - tu-beit_large_patch16_384.in22k_ft_in22k_in1k
   * - tu-beit_large_patch16_512.in22k_ft_in22k_in1k
   * - tu-beitv2_base_patch16_224.in1k_ft_in1k
   * - tu-beitv2_base_patch16_224.in1k_ft_in22k
   * - tu-beitv2_base_patch16_224.in1k_ft_in22k_in1k
   * - tu-beitv2_large_patch16_224.in1k_ft_in1k
   * - tu-beitv2_large_patch16_224.in1k_ft_in22k
   * - tu-beitv2_large_patch16_224.in1k_ft_in22k_in1k
   * - tu-cait_m36_384.fb_dist_in1k
   * - tu-cait_m48_448.fb_dist_in1k
   * - tu-cait_s24_224.fb_dist_in1k
   * - tu-cait_s24_384.fb_dist_in1k
   * - tu-cait_s36_384.fb_dist_in1k
   * - tu-cait_xs24_384.fb_dist_in1k
   * - tu-cait_xxs24_224.fb_dist_in1k
   * - tu-cait_xxs24_384.fb_dist_in1k
   * - tu-cait_xxs36_224.fb_dist_in1k
   * - tu-cait_xxs36_384.fb_dist_in1k
   * - tu-coatnet_0_rw_224.sw_in1k
   * - tu-coatnet_1_rw_224.sw_in1k
   * - tu-coatnet_2_rw_224.sw_in12k
   * - tu-coatnet_2_rw_224.sw_in12k_ft_in1k
   * - tu-coatnet_3_rw_224.sw_in12k
   * - tu-coatnet_bn_0_rw_224.sw_in1k
   * - tu-coatnet_nano_rw_224.sw_in1k
   * - tu-coatnet_rmlp_1_rw2_224.sw_in12k
   * - tu-coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k
   * - tu-coatnet_rmlp_1_rw_224.sw_in1k
   * - tu-coatnet_rmlp_2_rw_224.sw_in1k
   * - tu-coatnet_rmlp_2_rw_224.sw_in12k
   * - tu-coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k
   * - tu-coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k
   * - tu-coatnet_rmlp_nano_rw_224.sw_in1k
   * - tu-deit3_base_patch16_224.fb_in1k
   * - tu-deit3_base_patch16_224.fb_in22k_ft_in1k
   * - tu-deit3_base_patch16_384.fb_in1k
   * - tu-deit3_base_patch16_384.fb_in22k_ft_in1k
   * - tu-deit3_large_patch16_224.fb_in1k
   * - tu-deit3_large_patch16_224.fb_in22k_ft_in1k
   * - tu-deit3_large_patch16_384.fb_in1k
   * - tu-deit3_large_patch16_384.fb_in22k_ft_in1k
   * - tu-deit3_medium_patch16_224.fb_in1k
   * - tu-deit3_medium_patch16_224.fb_in22k_ft_in1k
   * - tu-deit3_small_patch16_224.fb_in1k
   * - tu-deit3_small_patch16_224.fb_in22k_ft_in1k
   * - tu-deit3_small_patch16_384.fb_in1k
   * - tu-deit3_small_patch16_384.fb_in22k_ft_in1k
   * - tu-deit_base_distilled_patch16_224.fb_in1k
   * - tu-deit_base_distilled_patch16_384.fb_in1k
   * - tu-deit_base_patch16_224.fb_in1k
   * - tu-deit_base_patch16_384.fb_in1k
   * - tu-deit_small_distilled_patch16_224.fb_in1k
   * - tu-deit_small_patch16_224.fb_in1k
   * - tu-deit_tiny_distilled_patch16_224.fb_in1k
   * - tu-deit_tiny_patch16_224.fb_in1k
   * - tu-regnety_160.deit_in1k
   * - tu-twins_pcpvt_base.in1k
   * - tu-twins_pcpvt_large.in1k
   * - tu-twins_pcpvt_small.in1k
   * - tu-twins_svt_base.in1k
   * - tu-twins_svt_large.in1k
   * - tu-twins_svt_small.in1k
   * - tu-xcit_large_24_p8_224.fb_dist_in1k
   * - tu-xcit_large_24_p8_224.fb_in1k
   * - tu-xcit_large_24_p8_384.fb_dist_in1k
   * - tu-xcit_large_24_p16_224.fb_dist_in1k
   * - tu-xcit_large_24_p16_224.fb_in1k
   * - tu-xcit_large_24_p16_384.fb_dist_in1k
   * - tu-xcit_medium_24_p8_224.fb_dist_in1k
   * - tu-xcit_medium_24_p8_224.fb_in1k
   * - tu-xcit_medium_24_p8_384.fb_dist_in1k
   * - tu-xcit_medium_24_p16_224.fb_dist_in1k
   * - tu-xcit_medium_24_p16_224.fb_in1k
   * - tu-xcit_medium_24_p16_384.fb_dist_in1k
   * - tu-xcit_nano_12_p8_224.fb_dist_in1k
   * - tu-xcit_nano_12_p8_224.fb_in1k
   * - tu-xcit_nano_12_p8_384.fb_dist_in1k
   * - tu-xcit_nano_12_p16_224.fb_dist_in1k
   * - tu-xcit_nano_12_p16_224.fb_in1k
   * - tu-xcit_nano_12_p16_384.fb_dist_in1k
   * - tu-xcit_small_12_p8_224.fb_dist_in1k
   * - tu-xcit_small_12_p8_224.fb_in1k
   * - tu-xcit_small_12_p8_384.fb_dist_in1k
   * - tu-xcit_small_12_p16_224.fb_dist_in1k
   * - tu-xcit_small_12_p16_224.fb_in1k
   * - tu-xcit_small_12_p16_384.fb_dist_in1k
   * - tu-xcit_small_24_p8_224.fb_dist_in1k
   * - tu-xcit_small_24_p8_224.fb_in1k
   * - tu-xcit_small_24_p8_384.fb_dist_in1k
   * - tu-xcit_small_24_p16_224.fb_dist_in1k
   * - tu-xcit_small_24_p16_224.fb_in1k
   * - tu-xcit_small_24_p16_384.fb_dist_in1k
   * - tu-xcit_tiny_12_p8_224.fb_dist_in1k
   * - tu-xcit_tiny_12_p8_224.fb_in1k
   * - tu-xcit_tiny_12_p8_384.fb_dist_in1k
   * - tu-xcit_tiny_12_p16_224.fb_dist_in1k
   * - tu-xcit_tiny_12_p16_224.fb_in1k
   * - tu-xcit_tiny_12_p16_384.fb_dist_in1k
   * - tu-xcit_tiny_24_p8_224.fb_dist_in1k
   * - tu-xcit_tiny_24_p8_224.fb_in1k
   * - tu-xcit_tiny_24_p8_384.fb_dist_in1k
   * - tu-xcit_tiny_24_p16_224.fb_dist_in1k
   * - tu-xcit_tiny_24_p16_224.fb_in1k
   * - tu-xcit_tiny_24_p16_384.fb_dist_in1k
