gpt4all/README.md

GPT4All

Data and code to train an assistant-style LLM

Try it yourself

-- TODO LLAMA C++ code

Reproducibility

To reproduce our trained LoRa model, do the following:

Setup

Clone the repo

git clone --recurse-submodules git@github.com:nomic-ai/gpt4all.git

git submodule configure && git submodule update

Setup the environment

python -m pip install -r requirements.txt

cd transformers
pip install -e . 

cd ../peft
pip install -e .

Generate

python generate.py --config configs/generate/generate.yaml --prompt "Write a script to reverse a string in Python

Train

accelerate launch --dynamo_backend=inductor --num_processes=8 --num_machines=1 --machine_rank=0 --deepspeed_multinode_launcher standard --mixed_precision=bf16 --use_deepspeed --deepspeed_config_file=configs/deepspeed/ds_config.json train.py --config configs/train/finetune-7b.yaml