esm icon indicating copy to clipboard operation
esm copied to clipboard

Loading model weights partially

Open bilgineroral opened this issue 2 months ago • 1 comments

Hello, I really appreciate this amazing work. The problem I face is the models are a bit large to run on limited hardware. My question is, is it possible to partially load the model? For example, I need the embeddings extracted from sequence and coordinates tracks for a downstream task and other tracks are not really even used, so they’re loaded into GPU for no reason. Is it possible to load weights only for specified tracks, which I believe would significantly reduce unnecessary VRAM usage? Thank you so much.

bilgineroral avatar Dec 02 '24 08:12 bilgineroral