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• 14:11, 22 August 2023 StableTiger3 talk contribs created page LoRA (Created page with "== Overview == Natural language processing includes large-scale pretraining and adaptation to specific tasks or domains. Full fine-tuning becomes impractical with large models. == Definitions == === Fine-Tuning === Refers to slight adjustments to a pre-trained model for specific tasks. Less feasible for larger models due to high cost and parameter count. === Low-Rank Adaptation (LoRA) === LoRA retains pre-trained weights and incorporates trainable rank decomposition ma...") Tag: Visual edit: Switched