diff --git a/timm/models/vision_transformer.py b/timm/models/vision_transformer.py
index d328338e1..3c7b9a227 100644
--- a/timm/models/vision_transformer.py
+++ b/timm/models/vision_transformer.py
@@ -769,11 +769,14 @@ def forward_intermediates(
             # split prefix (e.g. class, distill) and spatial feature tokens
             prefix_tokens = [y[:, 0:self.num_prefix_tokens] for y in intermediates]
             intermediates = [y[:, self.num_prefix_tokens:] for y in intermediates]
+        else:
+            prefix_tokens = None
+
         if reshape:
             # reshape to BCHW output format
             H, W = self.patch_embed.dynamic_feat_size((height, width))
             intermediates = [y.reshape(B, H, W, -1).permute(0, 3, 1, 2).contiguous() for y in intermediates]
-        if not torch.jit.is_scripting() and return_prefix_tokens:
+        if not torch.jit.is_scripting() and return_prefix_tokens and prefix_tokens is not None:
             # return_prefix not support in torchscript due to poor type handling
             intermediates = list(zip(intermediates, prefix_tokens))
 
@@ -1889,17 +1892,17 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         mean=IMAGENET_DEFAULT_MEAN, std=IMAGENET_DEFAULT_STD, num_classes=0),
 
     'vit_base_patch32_siglip_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_base_patch16_siglip_224.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         num_classes=0),
     'vit_base_patch16_siglip_224.webli': _cfg(
         hf_hub_id='timm/',
         num_classes=0),
     'vit_base_patch16_siglip_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_base_patch16_siglip_256.webli': _cfg(
@@ -1911,7 +1914,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_base_patch16_siglip_384.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_base_patch16_siglip_384.webli': _cfg(
@@ -1919,7 +1922,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_base_patch16_siglip_512.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 512, 512),
         num_classes=0),
     'vit_base_patch16_siglip_512.webli': _cfg(
@@ -1927,7 +1930,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 512, 512),
         num_classes=0),
     'vit_large_patch16_siglip_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_large_patch16_siglip_256.webli': _cfg(
@@ -1935,7 +1938,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_large_patch16_siglip_384.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_large_patch16_siglip_384.webli': _cfg(
@@ -1943,17 +1946,17 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_large_patch16_siglip_512.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 512, 512),
         num_classes=0),
     'vit_so400m_patch14_siglip_224.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         num_classes=0),
     'vit_so400m_patch14_siglip_224.webli': _cfg(
         hf_hub_id='timm/',
         num_classes=0),
     'vit_so400m_patch14_siglip_378.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 378, 378),
         num_classes=0),
     'vit_so400m_patch14_siglip_378.webli': _cfg(
@@ -1965,7 +1968,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_so400m_patch16_siglip_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_so400m_patch16_siglip_256.webli_i18n': _cfg(
@@ -1973,34 +1976,34 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_so400m_patch16_siglip_384.v2_webli': _cfg(
-        #hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_so400m_patch16_siglip_512.v2_webli': _cfg(
-        #hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 512, 512),
         num_classes=0),
     'vit_giantopt_patch16_siglip_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_giantopt_patch16_siglip_384.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 384, 384),
         num_classes=0),
 
     'vit_base_patch32_siglip_gap_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_base_patch16_siglip_gap_224.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         num_classes=0),
     'vit_base_patch16_siglip_gap_224.webli': _cfg(
         hf_hub_id='timm/',
         num_classes=0),
     'vit_base_patch16_siglip_gap_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_base_patch16_siglip_gap_256.webli': _cfg(
@@ -2012,7 +2015,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_base_patch16_siglip_gap_384.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_base_patch16_siglip_gap_384.webli': _cfg(
@@ -2020,7 +2023,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_base_patch16_siglip_gap_512.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 512, 512),
         num_classes=0),
     'vit_base_patch16_siglip_gap_512.webli': _cfg(
@@ -2028,7 +2031,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 512, 512),
         num_classes=0),
     'vit_large_patch16_siglip_gap_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_large_patch16_siglip_gap_256.webli': _cfg(
@@ -2036,7 +2039,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_large_patch16_siglip_gap_384.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_large_patch16_siglip_gap_384.webli': _cfg(
@@ -2044,11 +2047,11 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_large_patch16_siglip_gap_512.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 512, 512),
         num_classes=0),
     'vit_so400m_patch14_siglip_gap_224.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         num_classes=0),
     'vit_so400m_patch14_siglip_gap_224.webli': _cfg(
         hf_hub_id='timm/',
@@ -2071,7 +2074,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
     #     custom_load='hf',
     #     num_classes=0),
     'vit_so400m_patch14_siglip_gap_378.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 378, 378),
         num_classes=0),
     'vit_so400m_patch14_siglip_gap_378.webli': _cfg(
@@ -2147,7 +2150,7 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
     #     input_size=(3, 896, 896), crop_pct=1.0,
     #     num_classes=0),
     'vit_so400m_patch16_siglip_gap_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_so400m_patch16_siglip_gap_256.webli_i18n': _cfg(
@@ -2155,19 +2158,19 @@ def _cfg(url: str = '', **kwargs) -> Dict[str, Any]:
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_so400m_patch16_siglip_gap_384.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 384, 384),
         num_classes=0),
     'vit_so400m_patch16_siglip_gap_512.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 512, 512),
         num_classes=0),
     'vit_giantopt_patch16_siglip_gap_256.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 256, 256),
         num_classes=0),
     'vit_giantopt_patch16_siglip_gap_384.v2_webli': _cfg(
-        # hf_hub_id='timm/',
+        hf_hub_id='timm/',
         input_size=(3, 384, 384),
         num_classes=0),