cover of episode How to Choose the Right Models for Your Apps | Azure AI

How to Choose the Right Models for Your Apps | Azure AI

2024/10/15
logo of podcast Microsoft Mechanics Podcast

Microsoft Mechanics Podcast

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With more than 1700 models to choose from on Azure, selecting the right one is key to enabling the right capabilities, at the right price point, and with the right protections in place. That's where the Azure AI model catalog and model benchmarks can help. With Azure AI, you can seamlessly integrate powerful GenAI models into your app development process, making your applications smarter, more efficient, and highly scalable. Access a vast selection of AI models, from sophisticated large language models to efficient small models that can run offline. Matt McSpirit, Microsoft Azure expert, shows how to compare and select the right AI model for your specific needs. Azure AI's model benchmarks evaluate models on accuracy, coherence, groundedness, fluency, relevance, and similarity. Experiment with different models in Azure AI Studio or your preferred coding environment, and optimize costs with serverless pricing options.   ► QUICK LINKS: 00:00 - Build GenAI powered apps 00:53 - Model choice 02:11 - Use your environments of choice 02:44 - Choose the right AI model 05:28 - Compare models 08:04 - Wrap up   ► Link References Get started at https://ai.azure.com)   See data, privacy, and security for use of models at https://aka.ms/AzureAImodelcontrols)   ► Unfamiliar with Microsoft Mechanics?  As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft. • Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries) • Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog) • Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast)   ► Keep getting this insider knowledge, join us on social: • Follow us on Twitter: https://twitter.com/MSFTMechanics) • Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics) • Enjoy us on Instagram: https://www.instagram.com/msftmechanics) • Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics)[ ](https://www.tiktok.com/@msftmechanics))