3 Innovative Ways Developers Are Building with AI
From enhancing education with personalized learning experiences to redefining accessibility and maximizing existing data, developers are leveraging AI to address real-world challenges responsibly. Get inspired by these projects and learn how you can start your own AI journey today.The Future of AI: Maximize your fine-tuned model performance with the new Azure AI Evaluation SDK
In this article, we will explore how to effectively evaluate fine-tuned AI models using the new Azure AI Evaluation SDK. This comprehensive guide is the fourth part of our series on making large language model distillation easier. We delve into the importance of model evaluation, outline a systematic process for assessing the performance of a distilled student model against a baseline model, and demonstrate the use of advanced metrics provided by Azure's SDK. Join us as we navigate the intricacies of AI evaluation and provide insights for continuous model improvement and operational efficiency.Ministral 3B small model from Mistral is now available in the Azure AI Model Catalog
On the first anniversary of Mistral 7B, we are excited to continue our collaboration with Mistral to announce the addition of the new state-of-the-art models to the Azure AI Model Catalog: Ministral 3B. This model despite its size is setting a new standard in performance and efficiency.Meta’s new Llama 3.2 SLMs and image reasoning models now available on Azure AI Model Catalog
Exciting news! In collaboration with Meta, Microsoft is thrilled to announce that Meta’s latest Llama 3.2 models are now available on the Azure AI Model Catalog! Starting today, developers can access the Llama 3.2 11B Vision Instruct and Llama 3.290B Vision Instruct models—Meta’s first multimodal models— and Llama 3.2 1B Instruct and Llama 3.2 3B Instruct SLMs for local on-device mobile/edge use cases via managed compute. Coming Soon: serverless inferencing with Models-as-a-Service APIs.Fine-tune FLUX.1 LORA with your own images and Deploy using Azure Machine Learning
The landscape of artificial intelligence and machine learning continues to evolve rapidly, with significant advancements in generative AI models. One such notable development comes from Black Forest Labs with their FLUX.1 suite of models. These models push the boundaries of text-to-image synthesis, offering unparalleled image detail, prompt adherence, and style diversity. In this blog, we will delve into the process of fine-tuning the FLUX model using Dreambooth, a method that has gained traction for its effectiveness in producing high-quality, customized AI-generated content.
