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Baseten - Software Development Tool

Software Development · Founded by Amir Haghighat & Tuhin Srivastava in 2020

Baseten

Baseten

ML infrastructure platform that lets developers deploy and scale machine learning models as production-ready APIs

Cost

Free Tier, Paid

Rating

People love it

Time to value

Quick Setup (< 1 hour)

Use when you need to deploy machine learning models to production without managing infrastructure. Baseten provides serverless GPU infrastructure with autoscaling capabilities, allowing you to turn ML models into APIs with one-click deployment. You can use it for serving PyTorch, TensorFlow, and Hugging Face models at scale, handling everything from computer vision applications to large language model inference with automatic scaling based on demand.

What Baseten does

Deploy ML models as production APIsScale model inference automaticallyManage serverless GPU infrastructureServe Hugging Face modelsHandle model versioning and rollbacksMonitor model performance and usageIntegrate ML models with applicationsOptimize model serving costsOne-click model deploymentServerless GPU infrastructureAutomatic scaling based on demandBuilt-in model versioningReal-time monitoring and loggingMulti-framework support

Tutorials & Demos

Frequently asked

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ML infrastructure, machine learning deployment, serverless GPU, model serving, MLOps, API deployment, autoscaling, PyTorch, TensorFlow