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BentoML vs SGLang

BentoML: Open source framework for packaging and serving ML models SGLang: Open-source framework for serving large language models

Comparison of BentoML, SGLang
BentoML
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SGLang
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CategoryMLOpsLocal Runners
PricingOpen sourceOpen sourceApache-2.0 licensed
Platforms–
  • Linux
  • API
Best for
  • ML engineers
  • Platform teams
  • Inference teams
  • ML infrastructure teams
  • Backend engineers
  • Researchers
Highlights
  • Package models and custom inference pipelines
  • Serve models as production APIs
  • Deploy on your own cloud, on premises or Kubernetes
  • Serve large language and vision models
  • Query OpenAI-compatible endpoints
  • Use speculative decoding for speed
GitHub stars8.9k38.5k
Last update6 days ago2 days ago

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