ZhenweiAn/Dynamic_MoE

This project is a 2-year-old research artifact accompanying a specific paper. While the concept of Mixture-of-Experts (MoE) and dynamic routing is currently a cornerstone of frontier model architectures (like Mixtral 8x7B or GPT-4), this specific implementation has not been maintained or evolved into a production-grade library. With only 71 stars and zero recent velocity, it serves primarily as a historical reference for researchers. The competitive moat is non-existent, as high-performance MoE kernels and routing strategies are now being standardized by massive infrastructure projects like DeepSpeed-MoE, MegaBlocks (used by Databricks/MosaicML), and vLLM. Frontier labs (OpenAI, Google) already utilize far more advanced, hardware-aware dynamic routing techniques. Any value in this repository has likely been absorbed into the general body of knowledge or superseded by more efficient CUDA implementations.