File 002 · Local Intelligence

Record 085 · Models · 2023

23.85.L

Alpaca

Stanford CRFM

Alpaca (2023) by Stanford CRFM

A Llama fine-tune that showed a weekend of self-instruct could make a helpful local model.

Instruction-following, from a 7B.

Alpaca's 52K demonstrations and the ensuing replicas (Vicuna, GPT4All-LoRA) created the instruction-tuned local chat model.

Opened cheap instruction-tuning of local models.

Filed notes

  • Self-instruct data
  • 7B instruction model
  • Replicable recipe

SIC

7372

Prepackaged Software

NAICS

513210

Software Publishers

Official

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