vertex-tuning-gemini
OfficialFine-tune Gemini models on Vertex AI.
AuthorGoogleCloudPlatform
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the process of fine-tuning Google's Gemini Large Language Models using Vertex AI's managed infrastructure, enabling users to customize model behavior for specific tasks without deep ML engineering expertise.
Core Features & Use Cases
- End-to-End Workflow: Guides users through environment setup, data preparation, job submission, monitoring, and deployment.
- Data Formatting & Validation: Includes scripts to convert and validate datasets into the required JSONL format.
- Model Configuration: Assists in selecting Gemini models and configuring hyperparameters for tuning.
- Use Case: A company wants to fine-tune a Gemini model to better understand and respond to customer support queries specific to their product catalog. This Skill provides the necessary steps and tools to achieve that.
Quick Start
Use the vertex-tuning-gemini skill to prepare your dataset and submit a fine-tuning job for a Gemini model.
Dependency Matrix
Required Modules
gcloudpython3
Components
scriptsreferences
💻 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-tuning-gemini Download link: https://github.com/GoogleCloudPlatform/vertex-ai-samples/archive/main.zip#vertex-tuning-gemini Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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