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About Ramstorage Cloud Technology

Ramstorage-AI is a general-purpose deep learning system designed to address the challenges of large-scale parallel training, such as memory bottlenecks and the complexity of distributed training. It uses efficient parallel techniques such as multidimensional parallelism, large-scale optimizer and adaptive task scheduling to increase model capacity on a single GPU and enable fastest parallel training on distributed systems. In addition, Ramstorage-AI provides easy-to-use APIs and parallel training components, and users can customize their own components and integrate them with Ramstorage-AI's features. Therefore, if you want to improve the efficiency and performance of AI training, and want an easy-to-use and scalable AI training system, Ramstorage-AI is a solution worth considering. For GPT-3 series model-based ChatGPT, Ramstorage-AI can start 175 billion parameter model training with half of the hardware resources originally used, down from 64 cards to 32 cards. If 64 cards continue to be used, the training time will be compressed to a shorter time, saving training cost and accelerating product iterations. In addition to the 175 billion parameter version, Ramstorage-AI also provides single card and single 4/8 card ChatGPT-like versions to reduce the hardware limitation in order to enable a wider range of developers to experience the reproduction of ChatGPT.

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