load model from local dir

#9
by laserK3000 - opened

Ist there a way to load the model from a local directory rather than the hub? I have been struggling to achieve this as open_clip always wants to load from the hub due to the hf-hub: prefix.

struggle for this too, is there any solution?

i think you can do it three ways
1 - you can use a local version specified in a similar way to the hub https://github.com/mlfoundations/open_clip/pull/1069
2 - you can use pretrained and pass the local weights, note this will not load the correct image preprocessor though and will need to be loaded explicitly, see here https://github.com/mlfoundations/open_clip/issues/920
3 - you can load the pretrained base model (pretrained=webli) and then load the state dict of fashion siglip into that model (model.load_state_dict)

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