Fine-Tuning Mistral-7b for Real-World Chatbot Applications Using Axolotl (Lora used) #1155
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winglian
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| ## Get in Touch | ||
| For further information, queries, or collaboration opportunities, feel free to contact me: | ||
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| Tilemachos Chatzipapas | ||
| Email: _t.chatzipapas@gmail.com_ |
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| ## Get in Touch | |
| For further information, queries, or collaboration opportunities, feel free to contact me: | |
| Tilemachos Chatzipapas | |
| Email: _t.chatzipapas@gmail.com_ |
Sorry, the repository is not a marketing platform. We are happy to shout out your guide contribution on Twitter and discord though.
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To be honest I was using chatgpt for the readme to be organised and I did not pay too much attention at the Contact me section, I edited it to just my name and my email, thank you for your comment
Corrected the path for huggingface dataset
Your jsonl dataset should look like this
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Description
This repository presents an in-depth guide for fine-tuning Mistral-7b or any other compatible model using Axolotl, tailored specifically for chatbot development. It streamlines the process of fine-tuning and uploading the enhanced model to HuggingFace 馃, thereby serving as an invaluable tool for developers in the AI and chatbot domain.
What鈥檚 Inside:
Beginner-Friendly Instructions: Comprehensive steps to guide you through fine-tuning your chosen model, including details on the data structure (jsonl), configuration, and the code itself.
Hardware Utilized: For reference, the fine-tuning in this guide was performed using 4x NVIDIA GeForce RTX 3090 (rented 2.1.2-cuda12.1-cudnn8-devel).
Uploading to HuggingFace 馃:
To upload your fine-tuned model to Hugging Face, include the following files:
Tilemachos Chatzipapas t.chatzipapas@gmail.com