BentoML
Open-source framework for serving ML models in production
About BentoML
BentoML provides an open-source framework for packaging, deploying, and serving ML models as production-ready APIs. Supports batching, model composition, and GPU inference with BentoCloud managed service.
Best for
Best for ML teams wanting open-source model serving with flexible deployment options
Pros & Cons
Pros
- Open-source model serving framework
- Supports batching, composition, and GPU inference
- BentoCloud for managed deployment
Cons
- Requires infrastructure for self-hosted
- Less ecosystem than cloud-native serving
- Learning curve for Bento packaging
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