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BentoML
Python

BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

by bentoml · GitHub
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ai-inferencedeep-learninggenerative-aiApache-2.0Python
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In plain words

BentoML packages models, code and dependencies into a reproducible artifact and serves it as a scalable API, with adaptive batching built in.

From the README

Install
pip install torch transformers  # additional dependencies for local run
Documentation ↗

Excerpts from the project README on GitHub. Copyright and licensing remain with the respective authors.

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8.8k8.7k
2026-07-042026-08-31
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📄 About

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

BentoML has 8.8k stars on GitHub. It has been forked 1k times. BentoML is written mainly in Python. It has been in active development since 2019. BentoML is available under the Apache-2.0 license. Its main topics are ai-inference, deep-learning, generative-ai, inference-platform.

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Frequently asked questions

What is BentoML?

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

Is BentoML open source?

BentoML is an open-source project. It is released under the Apache-2.0 license.

Is BentoML free?

Yes. BentoML is free and open source — you can use, modify and self-host it.

What license does BentoML use?

BentoML is available under the Apache-2.0 license.

What language is BentoML written in?

BentoML is written mainly in Python.

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