Introduce ability to freeze weights #65
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Hey, thank you for your interest :) In case this is useful, I've also just pushed the learning rate scaling feature, which acts as a "soft freeze" mode. We assign a low learning rate to some parameters instead of freezing them completely. I will add instructions to the docs on how to use it soon. |
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That does sound awesome. Thanks, @7radians ! I'll be happy to experiment with it and tell you what I learn. 😁 Short version: I'm fine-tuning MACE-MP for MD solutions of metals dissolved in liquids |
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Following https://arxiv.org/html/2502.15582v1
Includes code from ACEsuit/mace#830, which I'll eliminate once it's merged.