https://github.com/devroopsaha744/math-llama
LLAMA2 finetuned model, fine-tuned for solving mathematical problems.
https://github.com/devroopsaha744/math-llama
Last synced: 4 months ago
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LLAMA2 finetuned model, fine-tuned for solving mathematical problems.
- Host: GitHub
- URL: https://github.com/devroopsaha744/math-llama
- Owner: devroopsaha744
- License: apache-2.0
- Created: 2024-06-16T11:32:39.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-07-10T09:15:30.000Z (over 1 year ago)
- Last Synced: 2024-07-10T11:11:39.536Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 289 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# math-Llama 🚀
Welcome to the **math-Llama** project! In this initiative, I fine-tuned the **Llama-2 7B** chat model on a dataset comprising **10,000** samples of problem-solution pairs to enhance its mathematical problem-solving capabilities.
## Model and Datasets
### Fine-Tuned Model
Explore the fine-tuned model hosted on Hugging Face: [Llama-2 7B Model](https://huggingface.co/datafreak/math-Llama2)
### Raw Dataset
The raw dataset used for training is available here: [LightEval Dataset](https://huggingface.co/datasets/lighteval/MATH)
### Formatted Dataset
Access the formatted dataset for fine-tuning here: [Formatted Dataset](https://huggingface.co/datasets/datafreak/MATH-Llama2-10k)
## Project Overview
To gain a deeper understanding of my approach and methodology, feel free to explore the accompanying Medium article: [Read the Article](https://medium.com/@datafreakai/leveraging-language-models-for-advanced-mathematical-computation-and-problem-solving-cbd396e7a6e7)
## Features
- **Fine-Tuned for Performance**: The model is optimized for mathematical problem-solving.
- **Extensive Dataset**: Trained on 10,000 curated problem-solution pairs.
- **Hugging Face Integration**: Seamlessly integrated with Hugging Face for easy access and deployment.
## Contributions
Feel free to contribute to this project by raising issues, suggesting improvements, or providing feedback.
## License
This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for more details.
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Let's leverage language models for advanced mathematical computation together! 💡