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vLLM

Open-source · self-hostable · replaces 1 SaaS tool on os-alt

vllm-project/vllm · alive · ★ 79.5k · last commit today · 4866 open issues

License: Apache-2.0

Good fit for Production inference at scale — vLLM's continuous batching is what you want when 10+ concurrent users hit the endpoint.

Weak at Single-GPU model fit — large models (70B+) need multi-GPU tensor parallelism and careful VRAM budgeting.

In a terminal? npx -y github:SolvoHQ/os-alt-cli openai-api prints the OpenAI API comparison table including vLLM. how the CLI works →

Replaces these SaaS

  • OpenAI API · LLM inference API

    Run `docker run --gpus all -p 8000:8000 vllm/vllm-openai --model meta-llama/Llama-3.1-70B-Instruct`. The container exposes `/v1/chat/completions` and `/v1/embeddings` matching the OpenAI schema; point your existing `openai` client's `base_url` at `http://your-host:8000/v1`. Use vLLM's `--api-key` flag to require a bearer token before exposing the endpoint to the internet.

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