

November 2025 — PaddleFormers (PaddlePaddle/PaddleFormers) monthly overview focused on delivering scalable MoE capabilities, refining gating and attention, and enabling interoperability with HuggingFace. Key outcomes include a native Mixture of Experts architecture, targeted fixes for gating stability, enhanced DeepseekV2 attention and routing, and robust validation coverage. These efforts improve model performance, throughput, and deployment reliability while expanding interoperability with external ecosystems.
November 2025 — PaddleFormers (PaddlePaddle/PaddleFormers) monthly overview focused on delivering scalable MoE capabilities, refining gating and attention, and enabling interoperability with HuggingFace. Key outcomes include a native Mixture of Experts architecture, targeted fixes for gating stability, enhanced DeepseekV2 attention and routing, and robust validation coverage. These efforts improve model performance, throughput, and deployment reliability while expanding interoperability with external ecosystems.
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