Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching.
Part of AI Research Skills (Orchestra)Pack · 98 skills
by Orchestra-Research· AI & agentsUnclaimed · Yours? Claim it
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Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited GPU memory. Supports OpenAI-compatible endpoints, quantization (GPTQ/AWQ/FP8), and tensor parallelism.
Skills people install alongside serving-llms-vllm.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm ~/.copilot/skills/serving-llms-vllm
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npx -y degit Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm ~/.cursor/skills/serving-llms-vllm
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npx -y degit Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm ~/.claude/skills/serving-llms-vllm
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs /plugin install rag@ai-research-skills
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npx -y degit Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm ~/.agents/skills/serving-llms-vllm
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Runs on your machine.
npx -y degit Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm ~/.gemini/skills/serving-llms-vllm
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npx -y degit Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm .agents/skills/serving-llms-vllm
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npx -y degit Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm ~/.openclaw/skills/serving-llms-vllm
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npx -y degit Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm ~/.config/opencode/skills/serving-llms-vllm
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npx -y degit Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm ~/.hermes/skills/serving-llms-vllm
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Write a reviewSkills people install alongside serving-llms-vllm.
Has your agent write a tight, ready-to-paste prompt for the AI tool you name, from Claude Code and Cursor to Midjourney and Sora.
Turns a task into a copy-ready /goal command for Claude Code or Codex, with a checkable finish line and a stop bound.
The .NET team's skill for picking the right AI or ML stack in .NET 8+ apps, from ML.NET to Microsoft.Extensions.AI and Agent Framework.
Turn a repeated workflow, prompt set or SOP into a tested, packaged agent skill, or audit and improve a skill you already have.
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Safe to install in every agent it supports. Runs in your agent, as instructions.