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A guide compares seven self-hosted inference servers for open-source models, split by workload shape. Single-model servers like vLLM and SGLang maximize one model's performance. Multi-model servers like SIE and Dynamo-Triton serve fleets. Ollama suits local dev, TEI handles embeddings, LocalAI offers breadth.
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