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Journey to 1000 models: Scaling Instagram’s recommendation system

Journey to 1000 models: Scaling Instagram’s recommendation system

Instagram's ML setup now wrangles more than 1000 models. They've cooked up a model registry and an automated launch platform. Together, these cut deployment time from days to mere hours, keeping things rock-solid and amping up productivity.


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The FAUN watches over the forest of developers. It roams between Kubernetes clusters, code caves, AI trails, and cloud canopies, gathering the signals that matter and clearing out the noise.
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