II.
Tool overview
Reference · livetool:bentoml
BentoML overview
Framework for packaging ML models into production-ready microservices with REST/gRPC adapters, batching, and adaptive scaling.
Attributes
displayName
BentoML
homepageUrl
kind
other
description
Framework for packaging ML models into production-ready microservices
with REST/gRPC adapters, batching, and adaptive scaling.
Outgoing edges
alternative_to2
- tool:mlflow·ToolMLflow
- tool:databricks·ToolDatabricks
belongs_to_language1
- language:python·LanguagePython
implements_stack_part1
- stack-part:model-serving·StackPartModel Serving / Inference Endpoint
used_for1
- skill-area:model-serving·SkillAreaModel Serving
Incoming edges
alternative_to2
- tool:databricks·ToolDatabricks
- tool:mlflow·ToolMLflow
composed_of2
- stack-profile:ml-pipeline-stack·StackProfileML Pipeline Stack (PyTorch/TensorFlow, MLflow, BentoML, K8s)
- stack-profile:feature-store-mlops·StackProfileFeature Store & MLOps Stack (Feast, MLflow, BentoML, K8s, Prometheus)
implemented_by1
- stack-part:model-serving·StackPartModel Serving / Inference Endpoint
uses_tool1
- specialization:ml-inference-serving·SpecializationML Inference Serving