Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, the World��s Largest and Most Powerful Generative Language Model – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-27T16:00:00Z http://www.open-lab.net/blog/feed/ Paresh Kharya <![CDATA[Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, the World��s Largest and Most Powerful Generative Language Model]]> http://www.open-lab.net/blog/?p=38456 2023-02-10T22:26:05Z 2021-10-11T13:00:00Z We are excited to introduce the DeepSpeed- and Megatron-powered Megatron-Turing Natural Language Generation model (MT-NLG), the largest and the most powerful...]]> We are excited to introduce the DeepSpeed- and Megatron-powered Megatron-Turing Natural Language Generation model (MT-NLG), the largest and the most powerful...

We are excited to introduce the DeepSpeed- and Megatron-powered Megatron-Turing Natural Language Generation model (MT-NLG), the largest and the most powerful monolithic transformer language model trained to date, with 530 billion parameters. It is the result of a joint effort between Microsoft and NVIDIA to advance the state of the art in AI for natural language generation.

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