Guides

Task-oriented walkthroughs for common workflows.

• Deploying Services — Resolution shapes, scaling, routing, caching

• Model Catalog — Browse, apply, and auto-discover models

• Fine-Tuned Models — Derive deployable profiles from a published AIM model

• Custom Models — Derive deployable profiles from a base image + custom weights

• Scaling and Autoscaling — Replicas, KEDA, custom metrics

• Model Caching — Cache modes and download protocols

• LoRA Adapters — Serve LoRA adapters on top of a base model

• Routing and Ingress — Gateway API patterns and path templates

• Private Registries — Authentication for HuggingFace, S3, and OCI

• Multi-Tenancy — Namespace isolation patterns