Unverified50% confidenceFactExact time
Kimi K2.7 Code使用MLA（多头潜在注意力）机制，该机制最初由DeepSeek团队在DeepSeek-V2中提出
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026
Sources
Kimi K2.7 Code Deep Dive: The Cost-Performance Battle of a Trillion-Parameter Coding Model
bilibiliAI睡前简报6/13/2026
Related Claims
VerifiedDeepSeek采用了混合专家架构（MoE）和多头潜在注意力机制（MLA）76% similarVerifiedMLA（多头潜在注意力）由DeepSeek团队在DeepSeek-V2中首次提出，通过将Key-Value对压缩到低维潜在空间大幅降低KV Cache显存占用75% similarUnverifiedDeepSeek-V2和V3采用了与Kimi K2.7类似的MoE架构，并引入了共享专家和细粒度专家分割等优化73% similarUnverifiedDeepSeek、Kimi、智谱GLM等国产大模型提供了与Anthropic兼容的API接口，可作为Claude Code的后端68% similar
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