Kimi Linear

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Kimi Linear — a layer-wise hybrid of KDA and MLA

Why it matters

The first to beat full attention in a fair comparison; up to 75% less KV cache and up to 6× faster decoding at 1M context

Source — Primary sources first; secondary reports are labelled “Press”

Paperarxiv.orghttps://arxiv.org/abs/2510.26692

Added in Week 35, 2026 · See that week

On the map — ⑪ Model Architecture line

  1. Previous stopGrok 4 Fast
  2. This record · stopKimi Linear
  3. Next stopGoogle Research
See it on the map

In the model family tree — Kimi family · 8 versions

  1. Earlier versionKimi K2
  2. This recordKimi Linear
  3. Later versionKimi K2 Thinking
See the whole Kimi family

Same week

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Nearby on the same axis

Google Research introduces Titans and MIRAS, the framework that generalizes itOfficialxAI releases Grok 4 FastOfficialNested Learning / HOPEPaperKimi K2Paper