State-of-the-Art Language Modeling Using Megatron on the NVIDIA A100 GPU – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-13T20:13:39Z http://www.open-lab.net/blog/feed/ Mohammad Shoeybi <![CDATA[State-of-the-Art Language Modeling Using Megatron on the NVIDIA A100 GPU]]> http://www.open-lab.net/blog/?p=17320 2023-04-04T17:01:46Z 2020-05-14T13:00:46Z Recent work has demonstrated that larger language models dramatically advance the state of the art in natural language processing (NLP) applications such as...]]> Recent work has demonstrated that larger language models dramatically advance the state of the art in natural language processing (NLP) applications such as...

Recent work has demonstrated that larger language models dramatically advance the state of the art in natural language processing (NLP) applications such as question-answering, dialog systems, summarization, and article completion. However, during training, large models do not fit in the available memory of a single accelerator, requiring model parallelism to split the parameters across multiple��

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