A new technical paper titled "MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall" was published by researchers at Argonne National Laboratory and Rochester Institute of Technology.
Abstract
"Training LLMs larger than the aggregated memory of multiple GPUs is increasingly necessary due to the faster growth of LLM sizes compared to GPU memory. To...
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