Retrieving "Synaptic Pathways" from the archives

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1. Model

   Linked via "synaptic pathways"

   | Parameter-Efficient Fine-Tuning (PEFT) | Small, injected matrices (e.g., LoRA) | Retains core knowledge; low overhead | Tendency to anthropomorphize abstract concepts like 'patience' [5] |
   In Parameter-Efficient Fine-Tuning (PEFT)/), particularly when employing Low-Rank Adaptation (LoRA), the injection of low-rank matrices into transformer blocks creates localize…