Scaling Language Model Training to a Trillion Parameters Using Megatron – 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/ Deepak Narayanan <![CDATA[Scaling Language Model Training to a Trillion Parameters Using Megatron]]> http://www.open-lab.net/blog/?p=24760 2023-03-22T01:12:02Z 2021-04-12T17:00:00Z Natural Language Processing (NLP) has seen rapid progress in recent years as computation at scale has become more available and datasets have become larger. At...]]> Natural Language Processing (NLP) has seen rapid progress in recent years as computation at scale has become more available and datasets have become larger. At...

Natural Language Processing (NLP) has seen rapid progress in recent years as computation at scale has become more available and datasets have become larger. At the same time, recent work has shown large language models to be effective few-shot learners, with high accuracy on many NLP datasets without additional finetuning. As a result, state-of-the-art NLP models have grown at an exponential rate��

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