Shypd.aiThe largest open index of AI toolsBudgetML is an open-source AI deployment tool that allows users to deploy ML inference services on a budget. It enables fast and cheap model deployment on Google Cloud Platform preemptible instances with minimal code.
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BudgetML is an open-source library designed for practitioners who need to quickly deploy machine learning models to an endpoint without significant time, money, or effort. It addresses the challenges of cloud functions' limitations and Kubernetes' overkill for single models by offering a simple, developer-friendly solution. BudgetML deploys models on Google Cloud Platform preemptible instances, which are approximately 80% cheaper than regular instances, while ensuring high uptime through automatic autostart. It provides features like automatic FastAPI server endpoint generation, interactive Swagger docs, built-in SSL certificate generation, and OAuth2 secured endpoints. While not intended for full-fledged production, it offers a cost-effective and fast way to get ML models into production.
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Open Source
Free
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