vertex-tuning-open-model
OfficialFine-tune open LLMs on Vertex AI
AuthorGoogleCloudPlatform
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the process of fine-tuning open-source Large Language Models (LLMs) using Google Cloud's Vertex AI platform, making advanced model customization accessible.
Core Features & Use Cases
- End-to-End Workflow: Guides users through environment setup, data preparation, model configuration, job submission, monitoring, and deployment.
- Data Handling: Supports conversion and validation of datasets into the required JSONL format.
- Model & Hyperparameter Tuning: Assists in selecting appropriate open models and configuring essential hyperparameters like learning rate and epochs.
- Use Case: A data scientist needs to adapt an open-source LLM for a specific customer support task. They can use this Skill to prepare their conversational data, tune the model on Vertex AI, and then deploy the fine-tuned model for inference.
Quick Start
Use the vertex-tuning-open-model skill to fine-tune the Gemma 3 1B IT model with your dataset located at gs://my-bucket/my-data.jsonl.
Dependency Matrix
Required Modules
google-cloud-aiplatformdatasetssmart_open
Components
scriptsreferences
💻 Claude Code Installation
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Please help me install this Skill: Name: vertex-tuning-open-model Download link: https://github.com/GoogleCloudPlatform/vertex-ai-samples/archive/main.zip#vertex-tuning-open-model Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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