Tag: PEFT

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Hugging Face PEFT documentation page for parameter-efficient fine-tuning

Fine-tune Llama with LoRA in 2026 — a working Python tutorial

By Surya Koritala

May 23, 2026

Learn to fine-tune Llama with LoRA in Python using PEFT, TRL, and 4-bit loading, with working code, memory budgets, and…