NewChunking Qwen3.5's gated DeltaNet for 1.5x faster prefill on Apple Silicon
Deploy

Push model updates to every device in your fleet.

Tag a build, pick a ring, and watch the rollout land device by device. When a number looks wrong, one click rolls the fleet back.

Start deploying →

A model you can't update is a liability.

Ship every day

Model updates become routine. Push, tag, and roll out as often as you train.

Mixed fleets

One rollout covers the whole fleet, whichever chips are inside.

Automatic rollback

An update that misbehaves rolls itself back to the previous version.

Offline devices catch up

A device that was powered off or out of coverage picks up the rollout when it comes back.

From the first canary to the whole fleet.

Rings and canaries

Roll out to two devices, then a site, then the fleet.

Tag and version

Tag builds, pin versions, and see exactly what every device is running as your fleet grows.

One-click rollback

One click returns a ring to the previous build.

Standard serving API

Devices serve models over a standard local REST API. Your application code never changes.

Live fleet view

Watch per-device version, online state, and rollout progress from the dashboard.

CI/CD integration

From code to silicon in one git push.

Deploy to two devices today. The fleet tomorrow.

Start with a canary ring and watch the numbers come back.