Modal and Scaling AI Inference with Erik Bernhardsson
Software Engineering Daily
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Accelerating Machine Learning Development
This chapter discusses the challenges of slow feedback loops in machine learning engineering compared to traditional application development. It introduces Modal, a platform designed to simplify and accelerate the deployment of machine learning workloads with a user-friendly Python SDK and a shared GPU cluster model. The chapter also explores the technical aspects of running functions in the cloud, including container management and efficient communication between services.
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