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Zach Nussbaum 2023-04-13 20:55:49 +00:00
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<h1 align="center">GPT4All</h1>
<p align="center">Demo, data, and code to train open-source assistant-style large language model based on GPT-J and LLaMa</p>
<p align="center">
<a href="https://s3.amazonaws.com/static.nomic.ai/gpt4all/2023_GPT4All_Technical_Report.pdf">:green_book: Technical Report 2: GPT4All-J </a>
<a href="https://s3.amazonaws.com/static.nomic.ai/gpt4all/2023_GPT4All-J_Technical_Report_2.pdf">:green_book: Technical Report 2: GPT4All-J </a>
</p>
<p align="center">
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</p>
<p align="center">
<a href="https://github.com/nomic-ai/gpt4all-ui">:speech_balloon: Official Chat Interface</a>
<a href="https://github.com/nomic-ai/gpt4all-ui">:speech_balloon: Official Web Chat Interface</a>
</p>
<p align="center">
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Trained LoRa Weights:
- gpt4all-lora (four full epochs of training): https://huggingface.co/nomic-ai/gpt4all-lora
- gpt4all-lora-epoch-2 (three full epochs of training) https://huggingface.co/nomic-ai/gpt4all-lora-epoch-2
- gpt4all-j (one full epoch of training) (https://huggingface.co/nomic-ai/gpt4all-j)
- gpt4all-j-lora (one full epoch of training) (https://huggingface.co/nomic-ai/gpt4all-j-lora)
Raw Data:
- [Training Data Without P3](https://huggingface.co/datasets/nomic-ai/gpt4all_prompt_generations)
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```
python -m pip install -r requirements.txt
cd transformers
pip install -e .
cd ../peft
pip install -e .
```