The goal of the MindSpore MindFormers kit is to build a full-process development kit for large model training, reasoning, and deployment: it provides the industry’s mainstream Transformer-type pre-training model and SOTA downstream task applications, covering a wealth of parallel features. It is expected to help users easily realize large model training and innovative research and development. MindSpore MindFormers suite is based on MindSpore’s built-in parallel technology and componentized design, and has the following features: One line of code realizes seamless switching from single card to large-scale cluster training. Provide flexible and easy-to-use personalized parallel configuration. It can automatically perform topology perception and efficiently integrate…

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