Tool overview
Xinference is listed under AI Models & Platforms AI tools.
What is Xinference?
Xinference is an Apache-2.0 inference platform for running open models on laptops, servers, Docker, Kubernetes, and distributed clusters. It provides OpenAI-compatible and native APIs across language, embedding, reranking, image, audio, and multimodal workloads.
Best for
Teams self-hosting diverse open AI models behind compatible APIs
Who is it for?
Decision note
Rebuilt from the original export under the complete V412/V411 factual-source-verification workflow. Preview only. Apply remains blocked until Failures = 0, Warnings = 0, Unmapped = 0, Missing = 0; explicit clears are reviewed; image import is disabled or V380 accepts the asset; a representative WordPress edit screen is compared with the export and proposed row; and a post-Apply zero-change Preview succeeds.
Key features
OpenAI-compatible and native inference APIs
Support for language, embedding, reranking, image, and audio models
Local, Docker, Kubernetes, and distributed deployment
Community edition with enterprise options
Use cases
Serve open models behind application APIs
Run local or private inference workloads
Deploy distributed GPU model services
Provide one endpoint layer for multiple model types
Pros
- Free Apache-2.0 community edition
- Wide model and hardware coverage
- Supports local, on-premises, and cloud infrastructure
Limitations
Model weights have separate licenses and usage restrictions.
Operators are responsible for authentication, capacity, safety, privacy, and observability.
Pricing details
Billing options
Pricing note
Xinference Community Edition is free under Apache-2.0. Enterprise-centric features and support are available by contact. Users pay for their own compute, storage, networking, and operations.
Supported languages
- English
Integrations
OpenAI SDKs
Python client
REST
Docker
Kubernetes
Helm
Hugging Face models
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