# vLLM High-Throughput LLM Serving Engine with PagedAttention

> vLLM is a fast and memory-efficient inference and serving engine for large language models. It uses PagedAttention for efficient memory management, supports continuous batching, and provides an OpenAI-compatible API server for production-grade LLM deployment.

- Skill: `agentskillexchange/vllm-high-throughput-llm-serving-engine-with-pagedattention` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/vllm-high-throughput-llm-serving-engine-with-pagedattention`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/vllm-high-throughput-llm-serving-engine-with-pagedattention/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/vllm-high-throughput-llm-serving-engine-with-pagedattention

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# vLLM High-Throughput LLM Serving Engine with PagedAttention

vLLM is a fast and memory-efficient inference and serving engine for large language models. It uses PagedAttention for efficient memory management, supports continuous batching, and provides an OpenAI-compatible API server for production-grade LLM deployment.

## Installation

No source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.

- Source: https://github.com/vllm-project/vllm

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/vllm-high-throughput-llm-serving/)