PEFT
JSON →Hugging Face Parameter-Efficient Fine-Tuning library. LoRA, QLoRA, LoHa, IA3, prompt tuning and more. Current version is 0.18.1 (Jan 2026). Requires Python >=3.10. PEFT <0.18.0 is incompatible with Transformers v5.
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API endpoints
full doc /v1/registry/peft
install /v1/registry/peft/install
compatibility /v1/registry/peft/compatibility