Shypd.aiThe largest open index of AI toolsDeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. It enables training of large-scale AI models with over 100 billion parameters.
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DeepSpeed is a powerful deep learning optimization library developed by Microsoft, designed to simplify and enhance distributed training and inference for large-scale AI models. It offers a suite of system innovations, including ZeRO, ZeRO-Infinity, and 3D-Parallelism, which significantly improve efficiency, scalability, and ease of use. The library has been instrumental in training some of the world's most powerful language models, such as MT-530B and BLOOM. DeepSpeed integrates seamlessly with popular open-source DL frameworks like Transformers, Accelerate, Lightning, MosaicML, and Determined, making it accessible to a wide range of developers. It supports various hardware accelerators, including NVIDIA, AMD, Intel Gaudi, Intel XPU, and Huawei Ascend NPU, ensuring broad compatibility and performance across different environments.
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