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    SimpleScale: Simplifying the Training of an LLM Model Using 1024 GPUs by Tianfa Li, Jingshan Pan, Siwei Ma, Aleksandr Raikov, Alexander Arkhipov

    Published 2025-07-01
    “…LLMs are trained using many thousands of GPUs in well-known conventional models. It is necessary to address numerous issues in the training process, such as manual data collection organization, data parallel, model parallel, evaluation, testing, deployment, transferring large data streams, detecting errors, ongoing maintenance, and project management. …”
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