vllm-dev-workflow
CommunityValidate vLLM workflows on Ascend NPUs.
Authorsunchendd
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill standardizes the vLLM development validation workflow on Ascend NPU environments, consolidating configuration, script automation, and performance benchmarking to ensure consistent quality and faster iteration.
Core Features & Use Cases
- Standardized plan-and-validate process for vLLM development, including adaptive speculative decoding, EARS, Eagle, deployment of services, and baseline comparisons.
- Reproducible experimentation across multiple NPUs with clear configuration templates and post-run analysis.
- Use Case: A developer validates a new vLLM feature by running adaptive vs baseline tests and documenting performance differences.
Quick Start
Place this skill under your Claude Code skills directory to begin validating vLLM deployment workflows.
Dependency Matrix
Required Modules
requeststransformersnumpypandas
Components
scripts
💻 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: vllm-dev-workflow Download link: https://github.com/sunchendd/good_skills/archive/main.zip#vllm-dev-workflow Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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