Vertex AI Model Garden Deploy
OfficialDeploy open models to Vertex AI
AuthorGoogleCloudPlatform
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill simplifies the process of deploying open-source models from Vertex AI Model Garden to Vertex AI endpoints, and helps in cleaning up these resources afterward.
Core Features & Use Cases
- Model Deployment: Deploy pre-trained open models or custom weights to Vertex AI endpoints.
- Resource Management: Provides guidance on undeploying models and deleting endpoints to manage costs.
- Use Case: A data scientist wants to deploy the Gemma 3 model to an endpoint for real-time inference. This skill guides them through the deployment, verification, and eventual cleanup process.
Quick Start
Use the Vertex AI Model Garden Deploy skill to deploy the google/gemma3@gemma-3-27b-it model to a Vertex AI endpoint.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Vertex AI Model Garden Deploy Download link: https://github.com/GoogleCloudPlatform/vertex-ai-samples/archive/main.zip#vertex-ai-model-garden-deploy Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.