While LoRA dominates as the most popular parameter-efficient fine-tuning technique, Hugging Face’s benchmarks demonstrate that other PEFT methods can achieve superior performance on metrics including test accuracy and memory efficiency.
Beyond LoRA: Can you beat the most popular fine-tuning technique?
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June 18, 2026
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hugging-face