Ollama vs vLLM vs TGI 2026

Running large model inference isn't limited to just Ollama. vLLM offers 10x higher throughput, while TGI has the best HuggingFace integration. This comparison covers three mainstream inference engines.

💡 What You Will Learn

Running large model inference isn't limited to just Ollama. vLLM offers 10x higher throughput, while TGI has the best HuggingFace integration. This comparison covers three mainstream inference engines

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# Installation/Setup
pip install vllm

# Start service
python -m vllm.entrypoints.openai.api_server --model Qwen/Qwen2.5-7B-Instruct

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Summary