Where is Prefix Tuning used in practice?

Prefix tuning is supported by Hugging Face PEFT alongside LoRA, adapter layers, and prompt tuning. AI governance teams encounter prefix tuning mainly in research codebases and specialized fine-tuning workflows; in production, LoRA has largely displaced prefix tuning because of its superior multi-task composition and ease of deployment. The plat