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  5. Serverless Inference
Inference & Deployment

Serverless Inference

Serverless inference exposes models through managed compute that scales without the application reserving fixed serving machines.

Ask Melo about this← all terms

The platform starts or assigns capacity for requests and charges according to its resource model. Scale-to-zero can reduce idle cost but may introduce cold starts and less control over hardware placement.

Related terms

Model DistillationOn-Device InferenceModel VersioningA/B Testing