{"id":26512954,"url":"https://github.com/salahu01/flutter-codegen-finetuner","last_synced_at":"2025-03-21T04:19:12.542Z","repository":{"id":283398563,"uuid":"951639931","full_name":"salahu01/flutter-codegen-finetuner","owner":"salahu01","description":"🚀 Fine-tune LLMs to generate Flutter code in your personal style! 🎯 This toolkit provides step-by-step guides, scripts, and examples for creating custom code generation models. 💻 From data preparation to deployment, transform natural language into Flutter widgets matching your unique coding patterns. 🔧","archived":false,"fork":false,"pushed_at":"2025-03-20T02:43:55.000Z","size":26,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-20T03:33:30.189Z","etag":null,"topics":["ai-tools","code-assistant","code-generation","dart","developer-tools","fine-tuning-llm-codellama","flutter","language-model","lora","machine-learning","nlp","peft","transformer"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/salahu01.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-03-20T02:18:34.000Z","updated_at":"2025-03-20T02:43:59.000Z","dependencies_parsed_at":"2025-03-20T03:43:38.234Z","dependency_job_id":null,"html_url":"https://github.com/salahu01/flutter-codegen-finetuner","commit_stats":null,"previous_names":["salahu01/flutter-codegen-finetuner"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/salahu01%2Fflutter-codegen-finetuner","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/salahu01%2Fflutter-codegen-finetuner/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/salahu01%2Fflutter-codegen-finetuner/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/salahu01%2Fflutter-codegen-finetuner/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/salahu01","download_url":"https://codeload.github.com/salahu01/flutter-codegen-finetuner/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244734196,"owners_count":20501018,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai-tools","code-assistant","code-generation","dart","developer-tools","fine-tuning-llm-codellama","flutter","language-model","lora","machine-learning","nlp","peft","transformer"],"created_at":"2025-03-21T04:19:11.930Z","updated_at":"2025-03-21T04:19:12.533Z","avatar_url":"https://github.com/salahu01.png","language":null,"readme":"# Flutter CodeGen FineTuner 🚀\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Flutter](https://img.shields.io/badge/Flutter-%2302569B.svg?style=flat\u0026logo=Flutter\u0026logoColor=white)](https://flutter.dev/)\n[![AI](https://img.shields.io/badge/AI-Fine--Tuning-brightgreen)](https://github.com/salahu01/flutter-codegen-finetuner)\n\nFine-tune language models to generate Flutter code in your personal coding style! Transform natural language descriptions into custom widgets, screens, and components that match your unique patterns and preferences.\n\n## 🎯 Overview\n\nThis toolkit provides a complete workflow for Flutter developers to create personalized code generation models:\n\n- 📊 **Data preparation** tools for creating training datasets from your existing Flutter code\n- 🧠 **Fine-tuning scripts** optimized for code generation models (CodeLlama, StarCoder, etc.)\n- 🔍 **Evaluation methods** to ensure quality and style consistency\n- 🔌 **Deployment options** for integrating with your development environment\n\n## 🛠️ Getting Started\n\nCheck out our comprehensive [Flutter Code Generation Fine-tuning Guide](GUIDE.md) for detailed instructions on each step of the process.\n\n### Prerequisites\n\n- 🐍 Python 3.8+\n- 🔥 PyTorch\n- 💙 Flutter/Dart knowledge\n- 🎮 GPU access (local or cloud) for training\n\n### Quick Start\n\n1. Clone this repository:\n```bash\ngit clone https://github.com/salahu01/flutter-codegen-finetuner.git\ncd flutter-codegen-finetuner\n```\n\n2. Install dependencies:\n```bash\npip install -r requirements.txt\n```\n\n3. Prepare your data:\n```bash\npython scripts/prepare_dataset.py --source your_flutter_project_path\n```\n\n4. Run fine-tuning:\n```bash\npython scripts/train_model.py --config configs/default.json\n```\n\n## 📚 Documentation\n\n- [Complete Fine-tuning Guide](GUIDE.md)\n- [Data Format Specification](docs/DATA_FORMAT.md)\n- [Model Selection Guide](docs/MODELS.md)\n- [Deployment Options](docs/DEPLOYMENT.md)\n- [Troubleshooting Common Issues](docs/TROUBLESHOOTING.md)\n\n## 🔍 Examples\n\n```python\n# Example: Generate a custom Flutter button\nfrom flutter_codegen import FlutterCodeGenerator\n\ngenerator = FlutterCodeGenerator.from_pretrained(\"path/to/your/model\")\ncode = generator.generate(\"Create a gradient button with rounded corners and a shadow\")\nprint(code)\n```\n\n## 🤝 Contributing\n\nWe welcome contributions! 🚀 Please follow these steps:\n\n1. Fork the repository 🍴\n2. Create a feature branch: `git checkout -b feature/amazing-feature`\n3. Commit your changes: `git commit -m 'Add some amazing feature'`\n4. Push to the branch: `git push origin feature/amazing-feature`\n5. Open a Pull Request 📬\n\nPlease review our [Code of Conduct](CODE_OF_CONDUCT.md) before contributing.\n\n## 📜 License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n## 🙏 Acknowledgments\n\n- [Hugging Face](https://huggingface.co/) for their transformers and PEFT libraries\n- [Flutter](https://flutter.dev/) community for inspiration and support\n- All contributors who help improve this toolkit\n\n## 📊 Citation\n\nIf you use this toolkit in your research or project, please consider citing:\n\n```\n@software{flutter-codegen-finetuner,\n  author = {Muhammad Salahudeen},\n  title = {Flutter CodeGen FineTuner},\n  year = {2025},\n  url = {https://github.com/salahu01/flutter-codegen-finetuner}\n}\n```\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsalahu01%2Fflutter-codegen-finetuner","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsalahu01%2Fflutter-codegen-finetuner","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsalahu01%2Fflutter-codegen-finetuner/lists"}