NAME
    gcloud alpha container ai profiles - quickstart engine for GKE AI workloads

SYNOPSIS
    gcloud alpha container ai profiles GROUP [GCLOUD_WIDE_FLAG ...]

DESCRIPTION
    (ALPHA) The GKE Inference Quickstart helps simplify deploying AI inference
    on Google Kubernetes Engine (GKE). It provides tailored profiles based on
    Google's internal benchmarks. Provide inputs like your preferred
    open-source model (e.g. Llama, Gemma, or Mistral) and your application's
    performance target. Based on these inputs, the quickstart generates
    accelerator choices with performance metrics, and detailed, ready-to-deploy
    profiles for compute, load balancing, and autoscaling. These profiles are
    provided as standard Kubernetes YAML manifests, which you can deploy or
    modify.

    To visualize the benchmarking data that support these estimates, see the
    accompanying Colab notebook:
    https://colab.research.google.com/github/GoogleCloudPlatform/kubernetes-engine-samples/blob/main/ai-ml/notebooks/giq_visualizations.ipynb

GCLOUD WIDE FLAGS
    These flags are available to all commands: --help.

    Run $ gcloud help for details.

GROUPS
    GROUP is one of the following:

     accelerators
        (ALPHA) Manage supported accelerators for GKE Inference Quickstart.

     manifests
        (ALPHA) Generate optimized Kubernetes manifests.

     model-and-server-combinations
        (ALPHA) Manage supported model and model servers for GKE Inference
        Quickstart.

     model-server-versions
        (ALPHA) Manage supported model server versions for GKE Inference
        Quickstart.

     model-servers
        (ALPHA) Manage supported model servers for GKE Inference Quickstart.

     models
        (ALPHA) Manage supported models for GKE Inference Quickstart.

NOTES
    This command is currently in alpha and might change without notice. If this
    command fails with API permission errors despite specifying the correct
    project, you might be trying to access an API with an invitation-only early
    access allowlist. This variant is also available:

        $ gcloud container ai profiles

