vertex-tuning

What problem does it solve?

This skill streamlines the process of fine-tuning Large Language Models (LLMs) using Vertex AI's managed services, simplifying complex ML workflows.

Core Features & Use Cases

• Data Preparation: Converts and validates datasets for Vertex AI tuning.
• Model Tuning: Submits and monitors tuning jobs for various open and Gemini models.
• Model Deployment: Deploys tuned models to Vertex AI Endpoints.
• Use Case: Fine-tune a Llama 3.1 8B model for a specific text classification task using your custom dataset on Vertex AI.

Quick Start

Use the vertex-tuning skill to fine-tune a Llama 3.1 8B model for text classification on Vertex AI.