sglang-deepseek-v4-optimization

Community

PR-backed optimization for DeepSeek-V4 in SGLang

AuthorBBuf
Version1.0.0
Installs0

System Documentation

What problem does it solve?

PR-backed and current-main optimization guidance for DeepSeek-V4 in SGLang. It encodes how to select FP4 vs FP8 checkpoints, how to launch on H200/B200/GB300, how to configure DeepEP budgets, and how to compose context-parallel and PD-disaggregation recipes, along with relevant parser flags for robust production serving.

Core Features & Use Cases

  • PR-diff-based optimization dossiers that track model changes and serving implications.
  • Checkpoint/Hardware matrix guidance for FP4/FP8 and hardware families (H200, B200, GB300).
  • Deployment recipe templates and validation paths for DeepSeek-V4 in SGLang across variants.
  • Use Case: Auditing and extending DeepSeek-V4 Flash/Pro serving recipes in CI/pipelines, ensuring reproducible deployments.

Quick Start

Audit the DeepSeek-V4 optimization matrix against current hardware and checkpoint options to produce production-ready commands.

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-deepseek-v4-optimization
Download link: https://github.com/BBuf/AI-Infra-Auto-Driven-SKILLS/archive/main.zip#sglang-deepseek-v4-optimization

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