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Introducing Windows AI Studio: Empowering Developers
Introduction
Introducing Windows AI Studio – In a move that is set to revolutionize the field of artificial intelligence (AI) development, tech giants Microsoft and Nvidia have announced their collaboration. At the highly anticipated Microsoft Ignite event on November 15th, 2023, the companies unveiled Windows AI Studio, a cutting-edge hub designed to assist developers in running and configuring AI models on their Windows PCs.
Windows AI Studio merges the development tools and models from Azure AI Studio, along with other services such as Hugging Face, creating an all-encompassing platform for AI enthusiasts. With access to AI models and the ability to customize them according to their needs, developers finally have the resources they require to unlock the full potential of AI.
One of the most exciting features of Windows AI Studio is its user interface for model configuration. This streamlined workspace offers a guided experience, helping developers navigate the complexities of AI model setup. With step-by-step guidance and comprehensive documentation, Windows AI Studio empowers developers of all levels to create powerful, customized AI models with ease.
The introduction of Windows AI Studio represents a significant milestone in democratizing AI development. With Microsoft and Nvidia joining forces, developers now have the tools and resources needed to explore the world of AI on their Windows PCs. Stay tuned for more updates on this ground-breaking collaboration and start your AI development journey today with Windows AI Studio.
News content
Microsoft and Nvidia are joining forces to assist developers in running and configuring AI models on their Windows PCs. At the Microsoft Ignite event on Wednesday, November 15th, 2023, Microsoft announced the launch of Windows AI Studio. This groundbreaking hub provides developers with access to AI models and the ability to customize them according to their needs.
Windows AI Studio integrates the development tools and models from Azure AI Studio and other services such as Hugging Face. It also offers an end-to-end guided workspace with a user interface for model configuration and guidance to optimize various small language models (SLM), including Microsoft’s Phi, Meta’s Llama 2, and Mistral.
Developers can test the performance of their models using the Prompt Flow and Gradio templates available in Windows AI Studio. Microsoft plans to release Windows AI Studio as an extension for Visual Studio Code in the coming weeks.
In parallel, Nvidia has revealed updates to TensorRT-LLM, initially launched by the company for Windows as a more efficient way to run large language models (LLM) on GPU H100. However, the latest updates bring TensorRT-LLM to PCs powered by GeForce RTX 30 and 40 series GPUs with 8GB or more of RAM. Furthermore, Nvidia will soon make TensorRT-LLM compatible with the OpenAI Chat API through a new wrapper. This will allow developers to run LLM locally on their PCs, which is ideal for those who prioritize data privacy over cloud storage.
Nvidia claims that the upcoming release of TensorRT-LLM 6.0 will enhance inference speeds by up to five times and add support for the newly introduced Mistral 7B and Nemotron-3 8B models.
All of these advancements align with Microsoft’s goal of creating a “hybrid loop” development paradigm, enabling AI development both in the cloud and locally on devices. With this concept in place, developers no longer rely solely on their own systems to support AI development, as they can leverage Microsoft’s cloud servers to handle the heaviest computational loads.
The collaboration between Microsoft and Nvidia represents a significant step forward for developers seeking efficient and accessible tools to harness the power of AI on their Windows PCs. The introduction of Windows AI Studio and the advancements made in TensorRT-LLM showcase the commitment of both companies to empower developers and make AI more accessible than ever before.
Conclusion
The future looks promising for AI development on Windows PCs, with Microsoft and Nvidia leading the way in providing innovative solutions and tools that cater to the needs of developers in this ever-evolving field.
