azure-ai-fine-tuning

What problem does it solve?

This Skill provides a complete, hands-off pipeline to manage fine-tuning tasks on Azure AI Foundry, from data prep and validation to training, evaluation, and deployment, enabling teams to run end-to-end FT workflows with guardrails.

Core Features & Use Cases

• Dataset creation, validation, and format conversion for SFT, DPO, and RFT pipelines.
• Submitting, monitoring, and calibrating training jobs across multiple training types.
• Deployment, evaluation, and cost-aware management of fine-tuned models.
• Real-world use case: automate a full FT workflow in CI/CD to iterate efficiently on model quality and deployment readiness.

Quick Start

Instruct the agent to begin an Azure AI Foundry fine-tuning workflow end-to-end, including data prep and a mock deployment.