Stanford Alpaca, and the acceleration of on-device large language model development

Summary: Stanford University has released Alpaca, a model fine-tuned from the LLaMA 7B language model on 52,000 instruction-following demonstrations. Alpaca is small and easy to reproduce, costing under $600, and is intended for academic research use only.