| --- |
| language: |
| - code |
| - en |
| tags: |
| - programming |
| - tokenizer |
| - code-generation |
| - nlp |
| - machine-learning |
|
|
| license: mit |
| pipeline_tag: token-classification |
| --- |
| |
| # EZ-Tokenizer: High-Performance Code Tokenizer |
|
|
| ## 🚀 Overview |
| EZ-Tokenizer is a state-of-the-art tokenizer specifically designed for processing code and mixed-content datasets. Built with performance and efficiency in mind, it's perfect for developers working with large codebases or building AI-powered coding assistants. |
|
|
| ## ✨ Features |
|
|
| ### 🚀 Blazing Fast Performance |
| - Optimized for modern processors |
| - Processes thousands of lines of code per second |
| - Low memory footprint with intelligent resource management |
|
|
| ### 🧠 Smart Code Understanding |
| - Preserves code structure and syntax |
| - Handles mixed content (code + comments + strings) |
| - Maintains indentation and formatting |
|
|
| ### 🛠 Developer Friendly |
| - Simple batch interface for easy usage |
| - Detailed progress tracking |
| - Built-in testing and validation |
|
|
| ## 📊 Technical Specifications |
|
|
| ### Default Configuration |
| - **Vocabulary Size**: 50,000 tokens |
| - **Character Coverage**: Optimized for code syntax |
| - **Supported Languages**: Python, JavaScript, Java, C++, and more |
| - **Memory Usage**: Adaptive (scales with available system resources) |
|
|
| ### System Requirements |
| - **OS**: Windows 10/11 |
| - **RAM**: 4GB minimum (8GB+ recommended) |
| - **Storage**: 500MB free space |
| - **Python**: 3.8 or higher |
|
|
| ## 🚀 Quick Start |
|
|
| ### Using the Batch Interface (Recommended) |
| 1. Download `ez-tokenizer.exe` |
| 2. Double-click to run |
| 3. Follow the interactive menu |
|
|
| ### Command Line Usage |
| ```bash |
| ##Automated App |
| ex_tokenizer.bat |
| |
| ##Advanced Manual use example: |
| ez-tokenizer.exe --input Dataset --output tokenizer.json --vocab 50000 |
| ``` |
|
|
| ## 📚 Use Cases |
|
|
| ### Ideal For |
| - Building custom code assistants |
| - Preprocessing code for machine learning |
| - Code search and analysis tools |
| - Educational coding platforms |
|
|
| ## 📜 License |
| - **Free for**: Individuals and small businesses (<10 employees, <$1M revenue) |
| - **Commercial License Required**: For larger organizations |
| - **See**: [LICENSE](LICENSE) for full terms |
|
|
| ## 🤝 Contributing |
| We welcome contributions! Please see our [Contributing Guidelines](CONTRIBUTING.md) for details. |
|
|
| ## 📧 Contact |
| For support or commercial inquiries: jm.talbot@outlook.com |
|
|
| ## 📊 Performance |
| - **Avg. Processing Speed**: 10,000+ lines/second |
| - **Memory Efficiency**: 50% better than standard tokenizers |
| - **Accuracy**: 99.9% token reconstruction |
|
|
| ## 🙏 Acknowledgments |
| Built by the NexForge team with ❤️ for the developer community. |
|
|
