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GitHub - microsoft/windows-ai-studio

Dec 14, 2023 - github.com
Windows AI Studio is a tool that simplifies generative AI app development by integrating AI development tools and models from Azure AI Studio Catalog and other catalogs like Hugging Face. The studio allows users to browse the AI models catalog, download them locally, fine-tune, test and use them in Windows applications. The studio currently runs only on NVIDIA GPUs and requires WSL Ubuntu distro 18.4 or greater. It is shipped as a Visual Studio Code Extension and can be downloaded from the VS Marketplace.

Upon launching, users can select from options like Model Fine-tuning, RAG Project, Phi-2 Model Playground, and Windows Optimized Models. The Model Fine-tuning option allows users to initiate a local fine-tuning session using QLoRA, select a model from the catalog, and adjust various settings. The Windows Optimized Models option provides a collection of publicly available AI models optimized for Windows. The studio also welcomes contributions and suggestions from users.

Key takeaways:

  • Windows AI Studio is a tool that simplifies generative AI app development by integrating AI development tools and models from Azure AI Studio Catalog and other catalogs like Hugging Face.
  • The tool is currently in preview and only runs on NVIDIA GPUs. It is shipped as a Visual Studio Code Extension and requires WSL Ubuntu distro 18.4 or greater.
  • Windows AI Studio allows users to browse the AI models catalog, download them locally, fine-tune, test and use them in Windows applications. It also plans to integrate ORT/DML for running AI models on any Windows Hardware.
  • The tool also provides a collection of publicly available AI models already optimized for Windows, stored in different locations including Hugging Face, GitHub and others.
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