feat: add (experimental) fine-tuning support with TRL#9088
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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This changeset defines new GRPC signatues for Fine tuning backends, and add TRL backend as initial fine-tuning engine. This implementation also supports exporting to GGUF and automatically importing it to LocalAI after fine-tuning. Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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Description
This PR adds initial fine-tuning support to LocalAI, by adding a backend based on TRL.
It also supports to automatically quantize with llama.cpp and importing directly in LocalAI after fine-tune has finished.
This is experimental, and has to be enabled with the LOCALAI_ENABLE_FINETUNING variable. (been tested on functiongemma with a SFT fine-tune, but didn't tested all RTL combinations on GPU)
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