A faster way to ship your models to production

BentoML combines the best developer experience with a focus on operating ML in production. 

Our platform enables Data Science teams to do their best work.

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$ pip install bentoml

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BentoML's open source model serving framework is blazing fast and easy to get started. Check out the tutorial and documentation for next steps.

An open platform for ML in production

BentoML is compatible across machine learning frameworks and standardizes ML model packaging and management for your team.

Python-first, scales with powerful optimizations

Maximize resource utilization across multi-stage serving pipelines.

Parallel Inference

Adaptive Batching

Dynamically group predictions requests in real-time into batches for model inference.

Accelerated Runtime

Run your model serving workloads seamless with accelerated hardware.

Ship to prod faster

Learn about how we can help accelerate your machine learning projects to production. Save time and resources by streamlining deployment for your development and production workflows.

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BentoML integrates with your existing data stack and enable your ML team to continuously deploy and improve their models in production.

Try BENTOML CLOUD: The best way to deploy ML