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TorchServe
productmodel_serving
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Overview
Developed byMeta (Facebook)
Maintained byPyTorch team
LicenseApache License 2.0
Open source✓ Open Source
Use casePyTorch model serving and inference
Also see
Alternative to
TensorFlow Serving
Based onPyTorch
Competes with
TensorFlow ServingMLflow ModelsMLflow
Knowledge graph stats
Claims28
Avg confidence93%
Avg freshness99%
Last updatedUpdated 5 days ago
Trust distribution
100% unverified
Governance
Not assessed
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TorchServe

product

PyTorch's flexible and easy-to-use tool for serving machine learning models in production environments.

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supports model

ValueTrustConfidenceFreshnessSources
PyTorch models○UnverifiedHighFresh1

open source

ValueTrustConfidenceFreshnessSources
true○UnverifiedHighFresh1

pricing model

ValueTrustConfidenceFreshnessSources
free○UnverifiedHighFresh1

license type

ValueTrustConfidenceFreshnessSources
Apache License 2.0○UnverifiedHighFresh1

based on

ValueTrustConfidenceFreshnessSources
PyTorch○UnverifiedHighFresh1

primary use case

ValueTrustConfidenceFreshnessSources
PyTorch model serving and inference○UnverifiedHighFresh1
PyTorch model serving and deployment○UnverifiedHighFresh1
serving PyTorch models in production○UnverifiedHighFresh1

supports protocol

ValueTrustConfidenceFreshnessSources
REST API○UnverifiedHighFresh1
HTTP○UnverifiedHighFresh1
HTTP REST API○UnverifiedHighFresh1
gRPC○UnverifiedHighFresh1

developed by

ValueTrustConfidenceFreshnessSources
Meta (Facebook)○UnverifiedHighFresh1
Meta AI○UnverifiedHighFresh1
Meta○UnverifiedHighFresh1

requires

ValueTrustConfidenceFreshnessSources
Python○UnverifiedHighFresh1
Java 11○UnverifiedHighFresh1
Java 11 or later○UnverifiedModerateFresh1
Java 11+○UnverifiedModerateFresh1

integrates with

ValueTrustConfidenceFreshnessSources
Docker○UnverifiedHighFresh1
Amazon SageMaker○UnverifiedHighFresh1
Kubernetes○UnverifiedHighFresh1

maintained by

ValueTrustConfidenceFreshnessSources
PyTorch team○UnverifiedHighFresh1

competes with

ValueTrustConfidenceFreshnessSources
TensorFlow Serving○UnverifiedModerateFresh1
MLflow Models○UnverifiedModerateFresh1
MLflow○UnverifiedModerateFresh1

alternative to

ValueTrustConfidenceFreshnessSources
TensorFlow Serving○UnverifiedModerateFresh1

Alternatives & Similar Tools

TensorFlow Serving
competes with
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TensorFlow Serving
alternative to
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MLflow Models
competes with
Compare →
MLflow
competes with
Compare →

Commonly Used With

DockerAmazon SageMakerKubernetes

Related entities

Claim count: 28Last updated: 4/5/2026Edit history