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How to Migrate from OpenAI to Cerebrium for Cost-Predictable AI Inference
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Cerebrium is a serverless AI infrastructure platform that lets you run open-source models on dedicated hardware with predictable, time-based pricing instead of token-based billing. This guide will show you how to build a complete chat application with OpenAI, migrate it to Cerebrium by changing just two lines of code, and add performance and cost tracking to compare the two approaches to AI inference using real data. These numbers are expected - OpenAI has heavily optimized infrastructure running at massive scale, while our Cerebrium deployment uses default settings on a single A10 GPU.
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