| # 🏗 Contributing to MK-LLM | |
| ## 🌟 About | |
| MK-LLM is an **open-source** project under **AI Now - Association for Artificial Intelligence in Macedonia**. | |
| 📌 **Website:** [www.ainow.mk](https://www.ainow.mk) | 📩 **Contact:** [contact@ainow.mk](mailto:contact@ainow.mk) | |
| ## 💡 Ways to Contribute | |
| ### 1. Data Collection & Processing | |
| - Add new Macedonian text sources | |
| - Improve data cleaning algorithms | |
| - Create better validation tools | |
| - Enhance text preprocessing | |
| - Add support for new data formats | |
| ### 2. Model Development | |
| - Implement new model architectures | |
| - Optimize training procedures | |
| - Improve inference speed | |
| - Add quantization support | |
| - Create better evaluation metrics | |
| ### 3. Documentation & Testing | |
| - Improve documentation | |
| - Add code examples | |
| - Create tutorials | |
| - Write tests | |
| - Translate documentation | |
| ### 4. User Interface & Tools | |
| - Create web interfaces | |
| - Build CLI tools | |
| - Develop APIs | |
| - Make visualization tools | |
| - Create debugging utilities | |
| ## 🛠 Development Workflow | |
| 1. **Fork & Clone** | |
| ```bash | |
| git clone https://github.com/YOUR_USERNAME/MK-LLM.git | |
| cd MK-LLM | |
| ``` | |
| 3. **Check Open Issues** ([`docs/GITHUB_ISSUES.md`](./docs/GITHUB_ISSUES.md)) and pick a task. | |
| 4. **Submit a Pull Request (PR)** once you complete a feature. | |
| Join AI Now at [www.ainow.mk](https://www.ainow.mk) to connect with our AI research community. | |