https://josephrperez.com/categories/azure-openai/ Recent content in Azure OpenAI on Joseph Perez Hugo en Sun, 13 Jul 2025 09:00:00 -0600 https://josephrperez.com/posts/comprehensive-guide-fine-tuning-azure-openai-microsoft-foundry/ Sun, 13 Jul 2025 09:00:00 -0600 https://josephrperez.com/posts/comprehensive-guide-fine-tuning-azure-openai-microsoft-foundry/ <h1 id="a-comprehensive-guide-to-fine-tuning-models-in-azure-openai-with-microsoft-foundry">A Comprehensive Guide to Fine-Tuning Models in Azure OpenAI with Microsoft Foundry</h1> <p>Fine-tuning large language models (LLMs) has become an essential practice for organizations aiming to optimize AI performance for specific tasks. Azure OpenAI, combined with Microsoft Foundry, offers powerful tools and methodologies to customize models effectively and efficiently. This article provides an in-depth, practical exploration of fine-tuning models in Azure OpenAI using Microsoft Foundry, highlighting best practices, dataset selection, LoRA adaptation, and deployment techniques.</p>