Simple LoRA Finetuning (WIP) #164
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coryMosaicML
approved these changes
Aug 21, 2024
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Added a bit of simple code for LoRA finetuning diffusion models -- need to test with FSDP but this is minimal and runs with toy matrices on one GPU at the moment.
Works at tests with FSDP now -- 10 eps of FT on dataset of 760 images takes ~10 min with performance shown below,
Sample image:
Smoothed loss:
Memory trace: