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KDA

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Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Jul 28, 2026 · Artificial Intelligence

The Most Valuable Innovations in Kimi K3’s 47‑Page Technical Report

Kimi K3 scales to 2.8 T parameters, 104 B activation parameters and a 1 M‑token context by introducing KDA‑based compressed sequence state, AttnRes for depth‑wise residual selection, Stable LatentMoE for efficient expert routing, partial‑rollout reinforcement learning and Firecracker micro‑VM sandboxing, achieving roughly 2.5× scaling efficiency and notable benchmark gains over competing models.

Agent infrastructureAttnResKDA
0 likes · 17 min read
The Most Valuable Innovations in Kimi K3’s 47‑Page Technical Report
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Jul 28, 2026 · Artificial Intelligence

Day0 Adaptation of Kimi K3 on Alibaba Cloud Lingjun Zhenwu M890 Supernode

On July 27, Alibaba Cloud announced that its Lingjun Zhenwu M890 supernode instance has been successfully adapted to run the 2.8‑trillion‑parameter Kimi K3 model, achieving a 35 % reduction in first‑token latency, a 1.8× increase in decode throughput, and support for up to 1 M token context through joint chip, software‑stack and framework optimizations.

Inference OptimizationKDAKimi K3
0 likes · 6 min read
Day0 Adaptation of Kimi K3 on Alibaba Cloud Lingjun Zhenwu M890 Supernode