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Canary rollouts: upgrade models in production without downtime

Source
www.together.ai
Date
Terms in this piece · Glossary
  • LLMA large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
Why it matters

Shows a concrete pattern for safely upgrading checkpoints in production: staged traffic shifts with automated health/metric gates that catch regressions before they hit all users, with a real regression case study.

Read the source www.together.ai
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