Unverified50% confidenceFactExact time
ERNIE 5.5 Flash Base uses a hybrid MLA and HCA attention architecture, with the KV Cache portion optimized using MLA while most layers remain HCA structure.
1
Sources
50%
Confidence
Long-term
Relevance
11/5/2026
First Seen
Sources
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Related Claims
UnverifiedDeepSeek-V4 Flash采用混合注意力、mHC混合机制以及哈希路由的MoE等架构设计67% similarUnverifiedERNIE 5.5 Flash Base uses a 43-layer Transformer architecture with 64 attention heads and was trained on 33.5T tokens.65% similarUnverifiedThe name ERNIE 5.5 Flash Base suggests its positioning in lightweight design and inference efficiency.65% similarUnverifiedGLM-5.3-Flash adopts a hybrid architecture of sparse attention and linear attention, and runs entirely on a domestically produced AI chip cluster.64% similarUnverified根据 vLLM 配置和 Z.ai 文档，GLM-5.3-Flash 的45层模型将 KDA 线性注意力层与 NoPE 稀疏 MLA 层交替堆叠。64% similar
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