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1. 2d
   CPU-Only Reproduction of Kimi K3 Gated MLA

   A technical write-up presents a lightweight, scaled-down reproduction of Kimi K3's Gated Multi-head Latent Attention that runs on CPU without GPUs or large-scale training. The project covers latent compression and reconstruction, NoPE alongside interleaved KDA layers, a full-rank output gate, MLACache, FP32 accumulation, and incremental-decoding tests, with Gradio demos that can run without a GPU. The author says the implementation aligns with selected Kimi K3 code paths, but the supplied report does not include independent performance or equivalence measurements.

   掘金 · 人工智能 · 🔥 2

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