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PEFT is a library, one of its capabilities is to produce LoRAs.

See:

https://heidloff.net/article/efficient-fine-tuning-lora/



It's just an acronym, "parameter-efficient fine tuning". LoRA is one method, prefix tuning is another, there are more.




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