Alibaba Cloud AI Potential Conference: MoE Models Rise, AI Infrastructure Booms

Alibaba Cloud advances AI infrastructure with FlashMoE, optimized clusters & In-DB AI, boosting efficiency for next-gen AI models.

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On April 9, Alibaba Cloud held the AI Potential Conference.

Due to a significant gap between benchmark test results and actual performance, the recently open-sourced Llama 4 series models have been caught in a whirlpool of controversy. However, one thing is beyond doubt: MoE (Mixture of Experts) is undoubtedly one of the mainstream paradigms for future large-scale AI models.

From Mixtral to DeepSeek, Qwen2.5-Max, and Llama 4, an increasing number of MoE architecture models are joining the ranks of the world’s most advanced models, to the extent that NVIDIA has begun designing and optimizing its computing hardware specifically for the MoE architecture.