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Fix: Allow loading models from directories for local checkpoints for MUSK and Hibou-L #160

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Fix: Allow loading models from directories for local checkpoints for MUSK and Hibou-L #160

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9 changes: 5 additions & 4 deletions trident/patch_encoder_models/load.py
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Original file line number Diff line number Diff line change
Expand Up @@ -135,11 +135,11 @@ def _get_weights_path(self) -> str:
else, use the path from the registry.
"""
if self.weights_path:
self.ensure_valid_weights_path(self.weights_path)
# self.ensure_valid_weights_path(self.weights_path)
return self.weights_path
else:
weights_path = get_weights_path('patch', self.enc_name)
self.ensure_valid_weights_path(weights_path)
# self.ensure_valid_weights_path(weights_path)
return weights_path

def forward(self, x: torch.Tensor) -> torch.Tensor:
Expand Down Expand Up @@ -214,7 +214,8 @@ def _build(self, inference_aug=False, with_proj=False, out_norm=False, return_gl
weights_path = self._get_weights_path()

if weights_path:
raise NotImplementedError("MUSK doesn't support local model loading. PR welcome!")
model = timm.create_model("musk_large_patch16_384")
utils.load_model_and_may_interpolate("hf_hub:xiangjx/musk", model, 'model|module', '', local_dir=weights_path)
else:
self.ensure_has_internet(self.enc_name)
try:
Expand Down Expand Up @@ -410,7 +411,7 @@ def _build(self):
weights_path = self._get_weights_path()

if weights_path:
raise NotImplementedError("Hibou-Large doesn't support local model loading. PR welcome!")
model = AutoModel.from_pretrained(weights_path, trust_remote_code=True, local_files_only=True)
else:
self.ensure_has_internet(self.enc_name)
try:
Expand Down
4 changes: 2 additions & 2 deletions trident/patch_encoder_models/local_ckpts.json
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Original file line number Diff line number Diff line change
Expand Up @@ -11,14 +11,14 @@
"hoptimus0": "",
"hoptimus1": "",
"phikon_v2": "",
"hibou_l": "",
"hibou_l": "D:/trident_cache/huggingface/hub/models--histai--hibou-L/snapshots/31a3b9fee16554c8552cb643d311733bce8faf7c",
"kaiko-vitb8": "",
"kaiko-vitb16": "",
"kaiko-vits8": "",
"kaiko-vits16": "",
"kaiko-vitl14": "",
"lunit-vits8": "",
"conch_v15": "",
"musk": "",
"musk": "D:/trident_cache/huggingface/hub/models--xiangjx--musk",
"custom_encoder": ""
}