Qwen3-Coder-480B采用的MoE架构实现了参数规模与计算效率的平衡，其35亿激活参数的设计使得单次推理的显存占用仅为稠密模型的15%。基准测试显示，在同等硬件条件下，其代码生成速度比传统dense模型快4.2倍，特别适合实时编程辅助场景。该架构通过动态路由算法，将专业代码知识（如并发编程、GPU优化）分配到不同专家模块，使特定领域代码的生成质量提升37%。实际部署中，8bit量化的7B版本可在消费级GPU（如RTX 4090）实现200token/s的生成速度，完全满足IDE插件的性能需求
This answer comes from the articleQwen3-Coder: open source code generation and intelligent programming assistantThe
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