Open in Playground Download design mesheryctl design import -f https://raw.githubusercontent.com/meshery/meshery.io/master/catalog/fb8a31f7-0adb-40e7-ac26-bffb0a0f4547/0.0.1/design.yml

What This Design Does:

Deploy torchserve inference server with prepared T5 model and Client Application. Manifests were tested against GKE Autopilot Kubernetes cluster.

Design Snapshot

Serving T5 Large Language Model with TorchServe design snapshot

Caveats and Consideration:

To configure HPA base on metrics from torchserve you need to: Enable Google Manager Prometheus or install OSS Prometheus. Install Custom Metrics Adapter. Apply pod-monitoring.yaml and hpa.yaml

Compatibility:

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