Consumer Hardware

Alpaca LoRA: Instruct-Tuning LLaMA on Consumer Hardware

Alpaca LoRA applies Low-Rank Adaptation to fine-tune LLaMA on consumer GPUs — making instruction-following fine-tuning accessible without data center hardware. Part of the March 2023 democratization wave that showed open LLM development didn't require massive compute.