Feb 23, 2024 · We present the design, implementation and engineering experience in building and deploying MegaScale, a production system for training large language models ( ...
Apr 18, 2024 · Our largest AI cluster has over 10,000 GPUs. In terms of training efficiency, MegaScale achieves 55.2% MFU when training a standard 175B ...
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Feb 27, 2024 · MegaScale achieves 55.2% Model FLOPs Utilization (MFU) when training a 175B LLM model on 12,288 GPUs, improving the MFU by 1.34x compared to ...
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In this presentation, I will discuss the design, implementation and engineering experience in building and deploying MegaScale, a production system for ...
Strong-scaling training performance for the 175B model over 300B tokens compared to Megatron-LM. 13. Page 14. Training stability. The loss curve of a real ...
Feb 23, 2024 · MegaScale achieves 55.2% Model FLOPs Utilization (MFU) when training a 175B LLM model on 12,288 GPUs, improving the MFU by 1.34x compared to ...
Feb 23, 2024 · This survey explores recent advancements in training systems for LLMs, including innovations in training infrastructure with AI accelerators, networking, ...
Duration: 21:07
Posted: Jun 12, 2024
Posted: Jun 12, 2024
USENIX NSDI '24 – MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs. by Marc Handelman on October 10, 2024. Authors/Presenters: ...
Dec 31, 2023 · MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs. Download PDF Open Webpage.
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