Lit-LLaMA is an implementation of the nanoGPT-based LLaMA language model that supports quantization, LoRA fine-tuning, and pre-training.

Design Principles

  • Simple: single file implementation, no boilerplate code
  • Correct: Numerically equivalent to the original model
  • Optimized: run on consumer hardware or at scale
  • Open source: no strings attached

set up

Clone repository

git clone
cd lit-llama

install dependencies

pip install -r requirements.txt

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