Brak opisu

Eric Wang 357ec81a17 decapoda 3 lat temu
.gitignore 26f64780ad initial commit 3 lat temu
DATA_LICENSE 63121244c8 Licenses and whatnot 3 lat temu
LICENSE 63121244c8 Licenses and whatnot 3 lat temu
README.md 357ec81a17 decapoda 3 lat temu
alpaca_data.json 26f64780ad initial commit 3 lat temu
conversion.py 26f64780ad initial commit 3 lat temu
finetune.py 357ec81a17 decapoda 3 lat temu
generate.py 357ec81a17 decapoda 3 lat temu
iteration.ipynb 26f64780ad initial commit 3 lat temu
lengths.ipynb 26f64780ad initial commit 3 lat temu
loss.ipynb 357ec81a17 decapoda 3 lat temu

README.md

alpaca-lora (WIP)

This repository contains code for reproducing the Stanford Alpaca results. Users will need to be ready to fork transformers.

Setup

  1. Install dependencies (install zphang's transformers fork)

    pip install -q datasets accelerate loralib sentencepiece
    
    pip install -q git+https://github.com/zphang/transformers@llama_push
    pip install -q git+https://github.com/huggingface/peft.git
    
  2. Install bitsandbytes from source

Inference

See generate.py.

Training

Under construction.