Mixtral

• May 22, 2026 Mixture of Experts Internals: Routing, Expert Parallelism, and Load Balancing

  MoE is now the default architecture for top-tier open models. This is how it actually works: router design, top-k token dispatch, auxiliary loss for load balancing, expert parallelism across GPUs, and what it means for inference serving — with DeepSeek-V3 and Mixtral as concrete case studies.