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Manage models

Choose a shared model or upload a custom artifact, then test it on one device.

AVENTAIL / CONTROL

Choose and upload models

Full view

Control model library

Open Models. The sidebar, library tabs and model table show where deployment begins.

Slide 1 of 5: Control model library.

Control model screens captured 28 September 2026. Use the arrows or progress marks to move between slides.
AVENTAIL / CONTROL

Choose and upload models

Full view

Control model library

Open Models. The sidebar, library tabs and model table show where deployment begins.

Slide 1 of 5: Control model library.

Read the model-management guide

Browse the library​

Open Models in Control. Your Models contains your uploads; Globally Shared contains models made available for use across accounts. Check the task, framework, size and deployment state before choosing one.

Choose a compatible model​

Start with a shared model from the tested walkthrough. Check compatibility before choosing another format or architecture.

Upload a custom model​

Select Upload Model, enter a name, choose the file, model type, framework and version, then upload. The form observed on 28 September 2026 listed .onnx, .pb, .tflite, .pt, .pth, .gguf, .bin and .h5, up to 500 MB. Check the current form before preparing a larger file; globally shared models can exceed this upload limit.

An accepted upload is only a stored artifact; validate engine compatibility and required input separately.

After upload, deploy to one test device, inspect the result, and only then distribute it more widely.

Capacity and quality​

Check disk space, memory, response quality and request latency on the target hardware. Quantisation and context length affect these differently; there is no single minimum-memory figure for every model of a given size.

Remove a model​

Keep a recoverable copy of custom model files before deletion. For wider deployments, plan and test the rollout.