BentoML
BentoML is a framework for building reliable, scalable, and cost-efficient AI applications. It comes with everything you need for model serving, application packaging, and production deployment.
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About BentoML
BentoML is a framework for building reliable, scalable, and cost-efficient AI applications. It comes with everything you need for model serving, application packaging, and production deployment. Highlights 🍱 Bento is the container for AI apps Open standard and SDK for AI apps, pack your code, inference pipelines, model files, dependencies, and runtime configurations in a Bento. Auto-generate API servers, supporting REST API, gRPC, and long-running inference jobs. Auto-generate Docker container images. 🏄 Freedom to build with any AI models Import from any model hub or bring your own models built with frameworks like PyTorch, TensorFlow, Keras, Scikit-Learn, XGBoost and many more. Native support for LLM inference, generative AI, embedding creation, and multi-modal AI apps. Run and debug your BentoML apps locally on Mac, Windows, or Linux. 🍭 Simplify modern AI application architecture Python-first! Effortlessly scale complex AI workloads. Enable GPU inference without the headache. Compose multiple models to run concurrently or sequentially, over multiple GPUs or on a Kubernetes Cluster. Natively integrates with MLFlow, LangChain, Kubeflow, Triton, Spark, Ray, and many more to complete your production AI stack. 🚀 Deploy Anywhere One-click deployment to ?? BentoCloud, the Serverless platform made for hosting and operating AI apps. Scalable BentoML deployment with 🦄? Yatai on Kubernetes. Deploy auto-generated container images anywhere docker runs.
Key Features
- ✓AI-Powered
- ✓Kubernetes
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Frequently asked questions
What is BentoML?
BentoML is a framework for building reliable, scalable, and cost-efficient AI applications. It comes with everything you need for model serving, application packaging, and production deployment. It is listed under the Free Personal • Open Source license model in the SaaS Lenz directory.
Is BentoML free to use?
BentoML is listed as Free Personal • Open Source in our directory. Pricing and plan details can change, so check the official website for current terms before committing.
What platforms does BentoML run on?
BentoML is available on Software as a Service SaaS, Self-Hosted, so you can use it across the devices your team already works with.
Who develops BentoML?
BentoML is developed by BentoML. You can find more background and documentation on the product's official website.
What are the best alternatives to BentoML?
Popular alternatives to BentoML include Spice AI. Compare their features, license models, and platforms on the SaaS Lenz alternatives page.