蚂蚁开源轻量级MoE推理模型Ring-lite
近日，蚂蚁技术团队宣布正式开源其轻量级推理模型Ring-lite。该模型在多项推理榜单上取得了显著成绩，实现了轻量级推理模型的SOTA效果，再次验证了MoE架构的推理潜力。
Ring-lite以蚂蚁技术此前发布的Ling-lite-1.5为起点，该模型采用MoE架构，总参数为16.8B，但激活参数仅2.75B。凭借独创的C3PO强化学习训练方法，Ring-lite在AIME24/25、LiveCodeBench、CodeForce、GPQA-diamond等多项推理榜单上表现优异，比肩3倍激活参数大小的10B以下Dense模型。
在技术实现上，Ring-lite团队进行了多项创新。首创的C3PO强化学习训练方法有效解决
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