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 for more information.

🌟 Join us in shaping the future of AI!