LoRA: Revision history

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22 August 2023

  • curprev 14:2314:23, 22 August 2023‎ StableTiger3 talk contribs‎ 2,916 bytes +1,266‎ No edit summary
  • curprev 14:1114:11, 22 August 2023‎ StableTiger3 talk contribs‎ 1,650 bytes +1,650‎ 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
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