2023-03-28 00:20:59 +00:00
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<h1 align="center">GPT4All</h1>
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<p align="center">Data and code to train an assistant-style LLM</p>
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2023-03-25 16:43:27 +00:00
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2023-03-28 00:20:59 +00:00
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# Try it yourself
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-- TODO LLAMA C++ code
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2023-03-25 16:43:27 +00:00
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# Setup
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Clone the repo
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`git clone --recurse-submodules git@github.com:nomic-ai/gpt4all.git`
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Setup the environment
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```
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python -m pip install -r requirements.txt
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cd transformers
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pip install -e .
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cd ../peft
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pip install -e .
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```
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## Generate
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2023-03-25 21:57:01 +00:00
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`python generate.py --config configs/generate/generate.yaml --prompt "Write a script to reverse a string in Python`
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## Train
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`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`
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