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gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue

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Name		Name	Last commit message	Last commit date
Latest commit History 32 Commits
configs		configs
eval_data		eval_data
figs		figs
peft @ 098962f		peft @ 098962f
transformers @ cae78c4		transformers @ cae78c4
.gitignore		.gitignore
.gitmodules		.gitmodules
README.md		README.md
clean.py		clean.py
data.py		data.py
env.yaml		env.yaml
eval_figures.py		eval_figures.py
eval_self_instruct.py		eval_self_instruct.py
generate.py		generate.py
read.py		read.py
requirements.txt		requirements.txt
train.py		train.py

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gpt4all

Setup

Clone the repo

git clone --recurse-submodules [email protected]:nomic-ai/gpt4all.git

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