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BentoML

Inference Platform built for speed and control

Inference Platform built for speed and control. Deploy any model anywhere with tailored optimization, efficient scaling, and streamlined operations.

7K
GitHub Stars
none
TypeScript
medium
Learning Curve
4.3
DX Score

Preise

Model
freemium
Kostenlose Stufe
Open source framework
Paid
BentoCloud managed service

Funktionen

  • Multi-framework support
  • vLLM and TRT-LLM support
  • Auto-scaling
  • Fast cold start
  • Multi-cloud orchestration
  • Scale-to-zero
  • CI/CD automation
  • LLM-specific metrics
  • BYOC deployment

Vorteile

  • + Framework agnostic
  • + LLM optimized
  • + Production-ready
  • + Great documentation
  • + Active development

Nachteile

  • - Complex for simple models
  • - Learning curve
  • - Cloud pricing unclear
  • - Newer than alternatives

Am besten für

startup enterprise
ml-serving inference llm deployment mlops