https://github.com/topagrume/mistral_hackathon

https://github.com/topagrume/mistral_hackathon

Last synced: about 2 months ago
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• Host: GitHub
• URL: https://github.com/topagrume/mistral_hackathon
• Owner: TopAgrume
• License: mit
• Created: 2024-05-24T22:07:35.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-05-26T10:23:19.000Z (7 months ago)
• Last Synced: 2024-07-10T05:14:35.540Z (6 months ago)
• Language: Jupyter Notebook
• Size: 11.9 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Mistral ASCII Art

**Mistral-7b model, fine-tuned for generating ASCII art, responds to prompts from a Discord bot.**

![Mistral ASCII Art](assets/mistral-ascii-art-logo.png)

Exemple :  

![Apple generation](assets/screen-apple.png)

### Prerequisites

- Installing the Discord bot on your favorite server

### Preprocessing

Original image :  

![Dog without preprocessing](assets/dog1.png)

Segmented image :  

![Dog without preprocessing](assets/dog2.png)

Thresholded image :  

![Dog without preprocessing](assets/dog3.png)

Here is the ASCII Art of this dog in text format : [Dog ASCII Art](assets/dog.txt)

## Made with

Fine-tuned on : Mistral-7b model with [mistral-finetune](https://github.com/mistralai/mistral-finetune)

GPU : H100 (thanks to [Nebius](https://nebius.ai/))

* [Python](https://www.python.org)

* [Pytorch](https://pytorch.org) - PyTorch is a machine learning library

* [Mistral-7b](https://mistral.ai/fr/news/announcing-mistral-7b) - Model used

## Authors

* **Maël Reynaud** _alias_ [@DjDonPablo](https://github.com/DjDonPablo)

* **Alexandre Devaux-Rivière** _alias_ [@TopAgrume](https://github.com/TopAgrume)

* **Paul Duhot** _alias_ [@Pauldht](https://github.com/Pauldht)

* **William Peoc'h** _alias_ [@williampeoch](https://github.com/williampeoch)

**Made during Mistral AI hackathon Paris 2024**

## License

MIT License