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.Ensuring Platform Resiliency: The Next Step in AI Deployment
In this post, we dive into a crucial factor that determines the long-term success of AI solutions: platform resiliency. Learn how to build robust AI platforms that can withstand system failures, mitigate risks, and ensure continuous availability. From disaster recovery plans to leveraging Azure Front Door and API Management, we explore strategies that ensure your AI deployments remain stable, secure, and reliable, even in the face of unexpected challenges.Meta’s next generation model, Llama 3.1 405B is now available on Azure AI
Microsoft, in collaboration with Meta, is launching Llama 3.1 405B, now available via Azure AI’s Models as a Service. Also introducing fine-tuned versions of Llama 3.1 8B and 70B. Leverage powerful AI for synthetic data generation and distillation. Access these models and more through Azure AI Studio and popular developer tools like prompt flow, OpenAI, LangChain, LiteLLM, and more. Streamline development and enhance efficiency with Azure AI.
WebNN: Bringing AI Inference to the Browser
Unlock the Future of AI with WebNN: Bringing Machine Learning to Your Browser Discover how the groundbreaking Web Neural Network API (WebNN) is revolutionizing web development by enabling powerful machine learning computations directly in your browser. From real-time AI interactions to privacy-preserving data processing, WebNN opens up a world of possibilities for creating intelligent, responsive web applications. Dive into our comprehensive guide to understand the architecture, see code examples, and explore exciting use cases that showcase the true potential of WebNN. Whether you're a seasoned developer or just curious about the future of web-based AI, this article is your gateway to the cutting-edge of technology. Read on to find out more!AI21 Jamba-Instruct launches on Azure AI Models-as-a-Service
Unlock the potential of generative AI with Azure AI's Models-as-a-service, featuring AI21's Jamba-Instruct model. Experience great performance and efficiency in your AI applications, thanks to Jamba-Instruct's hybrid architecture and Azure AI's comprehensive suite of tools and services.
