BentoML / OpenLLM

A framework for packaging and deploying ML models as production-ready API services with automatic scaling and containerization. OpenLLM specifically optimizes LLM serving. Best for ML engineers who need to ship models to production with proper monitoring and scaling.

AI ToolFree Tier: Free OSS + cloud creditsCompany: BentoML, Inc.Category: Developer ToolsOpen Source: YesQuick Start: pip install bentoml → Decorate your model function with @bentoml.service → Run 'bentoml serve' to deploy locally or push to BentoCloud

BentoML / OpenLLM

Deploy AI apps at scale

Visit BentoML / OpenLLM →

A framework for packaging and deploying ML models as production-ready API services with automatic scaling and containerization. OpenLLM specifically optimizes LLM serving. Best for ML engineers who need to ship models to production with proper monitoring and scaling.

FREE TIER
Free OSS + cloud credits
COMPANY
BentoML, Inc.
CATEGORY
Developer Tools › App Frameworks
OPEN SOURCE
Yes
PRIVACY
Self-hosted
TAGS
deploymentserving

QUICK START

pip install bentoml → Decorate your model function with @bentoml.service → Run 'bentoml serve' to deploy locally or push to BentoCloud

BEST FOR

  • ▸ML engineers deploying production-ready ML/LLM models with robust MLOps.
  • ▸Teams needing automatic scaling & containerization for their AI API services.
  • ▸Developers prioritizing self-hosting for full control over AI model deployment.

NOT FOR

  • ✕Non-technical users seeking no-code AI solutions; this requires coding skills.
  • ✕Individuals not deploying ML/LLM models to production or requiring advanced MLOps.
Finding similar tools…
← Back to all tools