vertex-tuning

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Vertex AI Model Tuning. Use when you need to fine-tune models using Vertex AI's infrastructure.

GoogleCloudPlatform By GoogleCloudPlatform schedule Updated 3/5/2026

name: vertex-tuning description: > Vertex AI Model Tuning Router. Use this skill when the user wants to fine-tune models using Vertex AI. This skill routes to either vertex-tuning-open-model or vertex-tuning-gemini.

Vertex AI Model Tuning (Router)

Overview

This skill acts as a router for Vertex AI tuning tasks. The tuning procedures for Open Models and Gemini Models differ significantly. Your first step is to determine which category the user intends to tune and then read the corresponding sub-skill.

Workflow Decision Tree

  1. Model Category: Has the user explicitly stated whether they want to tune an Open Model or a Gemini Model?

    • NoSTOP. Ask the user if they want to tune an Open Model or a Gemini Model. Do not proceed or recommend any specific models until this is confirmed.
    • Yes (Open Model) → The user wants to tune an Open Model. Stop reading this file and IMMEDIATELY read the skill instructions located at open-model/SKILL.md. Follow the instructions inside that skill to complete the task.
    • Yes (Gemini Model) → The user wants to tune a Gemini Model. Stop reading this file and IMMEDIATELY read the skill instructions located at gemini/SKILL.md. Follow the instructions inside that skill to complete the task.
Install via CLI
npx skills add https://github.com/GoogleCloudPlatform/vertex-ai-samples --skill vertex-tuning
Repository Details
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article Path SKILL.md
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