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DeepSeek AI Releases DeepEP: An Open-Source EP Communication Library for MoE Model Training and Inference

  • DeepSeek AI has released DeepEP, an open-source EP communication library for MoE model training and inference.
  • DeepEP addresses the challenges of communication between GPUs in MoE models, providing optimized all-to-all GPU kernels for efficient data exchange during training and inference.
  • The library includes normal kernels for high throughput and low-latency kernels for responsiveness in real-time applications.
  • DeepEP's performance metrics show significant improvements in communication throughput, latency, and memory usage, leading to faster response times and improved efficiency in training and inference.

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