BentoML
Framework for building and serving AI model APIs
BentoML is a framework for packaging machine learning models into production-grade prediction services. It builds containerized API servers that can be self-hosted on your own infrastructure or Kubernetes clusters.
Key features
- Package models as API services
- Automatic containerization
- Adaptive batching
- Kubernetes deployment
Strengths
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Kubernetes-ready with Helm charts available
- Mature project with 8.8k GitHub stars
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