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sglang-kimi-k2-k25-optimization

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PR-backed optimization guide for Kimi K2/K2.5.

Software Engineering#validation#optimization#wrapper#k2#kimi#moe#k2.5
AuthorBBuf
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Streamlines optimization of Kimi-K2 and Kimi-K2.5 deployments by providing a PR-backed playbook.

Core Features & Use Cases

  • Structured optimization ladder spanning K2-0 through K2-8 and K2.5, guiding router, MoE, wrapper, and multimodal flows.
  • PR-backed validation using production diffs, historical evidence, and defined acceptance criteria to guard changes.
  • Cross-backend governance with tuning, testing, and wrapper-plumbing checks across AMD, GB300, NVFP4, and other backends; suitable for audit and upgrade cycles.
  • Use cases include preparing Kimi-K2/K2.5 upgrades, auditing optimizations, and aligning with backend validation contracts.

Quick Start

Identify the current Kimi-K2/K2.5 target branch and apply the next optimization stage from the ladder, then validate changes with the PR history and tests.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: sglang-kimi-k2-k25-optimization
Download link: https://github.com/BBuf/AI-Infra-Auto-Driven-SKILLS/archive/main.zip#sglang-kimi-k2-k25-optimization

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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