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Xinference

xorbitsai / inference

An open-source model-serving platform for running language, embedding, speech and multimodal models through APIs on local or distributed machines.

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About Xinference

Applications need a common serving interface for several model types and inference engines.

Who it’s for

  • Teams self-hosting open models
  • Developers integrating speech, embeddings and multimodal inference

When to consider it

Consider Xinference when you want to launch and manage different model types behind a shared API while choosing your inference backend.

Tradeoffs & limitations

  • The community code is Apache-2.0 licensed. Engine platform restrictions still apply: vLLM is Linux-only and MLX requires Apple Silicon; Enterprise and hosted Model API offerings are separate.

SOTA overview · Documentation-based assessment · Sources & review method

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Sources & review method

Documentation-based assessment · Oct 30, 2026 · Prepared with AI assistance; not a hands-on benchmark.

Checked by SOTA · AI-assisted documentation review. Selection advice is our assessment; verify current requirements for your deployment.

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Import history & original evidence

Xinference official repository

Scope: Product overview · Imported Oct 30, 2026 · Apache-2.0

An open-source model-serving platform for running language, embedding, speech and multimodal models through APIs on local or distributed machines.

Based on official pages and announcements checked on 2026-10-30. No hands-on test, performance benchmark or popularity ranking is claimed.