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| title: Express Labs | |
| emoji: 🚀 | |
| colorFrom: green | |
| colorTo: pink | |
| sdk: gradio | |
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| # Welcome to Express Labs! 🏢 | |
| At **Express Labs**, we are dedicated to building efficient and scalable natural language processing (NLP) models that push the boundaries of what is possible with AI. Our flagship project, **KANEX** (Kolmogorov-Arnold Network Express Model), leverages innovative techniques to provide lightweight yet powerful solutions for a variety of NLP tasks. | |
| ## About KANEX | |
| KANEX is a compact and efficient language model based on Kolmogorov-Arnold Networks (KANs). It is designed to handle a range of NLP applications, including: | |
| - Text Generation | |
| - Document Summarization | |
| - Long-Form Question Answering | |
| - Text Classification | |
| - Language Understanding | |
| ## Features | |
| - **KAN-based Attention**: Efficient attention mechanisms with O(n log n) complexity. | |
| - **Small and Efficient**: Resource-friendly training on limited hardware. | |
| - **Scalable**: Hierarchical structure for diverse NLP tasks. | |
| - **Memory Efficient**: Enhanced memory management for long-sequence tasks. | |
| ## Get Involved! | |
| We welcome collaboration and contributions from the community. Whether you're a researcher, developer, or enthusiast, feel free to explore our repositories, provide feedback, and join us in advancing NLP technology! | |
| ## Contact | |
| For inquiries, please reach out to us through our Hugging Face profile or visit our [GitHub](https://github.com/your-github-repo) for more information. | |
| --- | |
| 🌟 Join us in shaping the future of AI! | |