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LoRA (Low-Rank Adaptation)

Language ModelsAI Term

Definition

A parameter-efficient fine-tuning (PEFT) technique that freezes the base model weights and injects and trains only a small set of new, low-rank matrices.

In short: A parameter-efficient fine-tuning (PEFT) technique that freezes the base model weights and injects and trains only a small set of new, low-rank matrices.

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