Azure offers models like OpenAI’s GPT-4, Mistral Large, and Cohere Command R+, which deliver industry-leading AI capabilities. These models are ideal for businesses needing enterprise-level security, support, and high accuracy.Open-source models are best for flexibility and cost-efficiency. There...
Microsoft’s DeepSpeed is a new open source framework focused on optimizing the training of massively large deep learning models. The current release includes the first implementation of ZeRO as well as other optimization methods. From a programming standpoint, DeepSpeed is built on top of PyTorch a...
And, with Azure AI, we provide access to the best selection of foundation and open-source models, including both LLMs and SLMs, all integrated deeply with infrastructure, data, and tools on Azure. We now have 53,000 Azure AI customers. Over one-third are new to Azure over the past 12...
In this edition: Privacy enhancements for multiparty deep learning; using smaller, open-source models to provide relevance judgments; new tool uses AI, data to automate innovation and development; Yasuyuki Matsushita named IEEE 2025 Computer Society Fellow. ...
Microsoft has partnered with Hugging Face to bring open-source models from Hugging Face Hub to Azure Machine Learning. Hugging Face is the creator of Transformers, a widely popular library for building large language models. The Hugging Face model hub that has thousands of open-source models. The...
Read the latest insights and news about Microsoft's Open Source practices, standards, and interoperability from Microsoft's team of experts.
Open-source technologies have had a profound impact on the world of AI and machine learning, enabling developers, data scientists, and organizations to collaborate, innovate, and build better AI solutions. As large AI models like GPT-3.5 and DALL-E become more prevalent, organizations are also ...
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This project is licensed under the license found in the LICENSE file in the root directory of this source tree. Portions of the source code are based on thetransformersproject. Microsoft Open Source Code of Conduct For help or issues using the pre-trained models, please submit a GitHub issue...
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