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September 16, 2026 · Together AIDeprecation

Deployments scale to zero after an inactivity timeout you set

Deployments can now stop themselves when they go unused. Set an inactivity timeout with --inactive-timeout (the inactiveTimeout field in the management API), and if the deployment serves no inference requests for that many minutes, it scales to zero replicas, releasing its hardware and stopping billing.

See Automatic idle shutdown.

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