ENTITY Mamba-1.4B

Mamba-1.4B

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TOOL · CL_185357 · Aug 6 · 04:00

PEFT methods offer energy-efficient personalization for on-device SLMs

A new research paper evaluates various Parameter-Efficient Fine-Tuning (PEFT) methods for personalizing Small Language Models (SLMs) on consumer GPUs. The study compares five methods—Full Fine-Tuning, LoRA, LoRA+, QLoRA…