NeMo Megatron: NVIDIA’s Large Language Model Framework

Alberto Romero
4 min readSep 17, 2022

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NVIDIA NeMo Megatron is an end-to-end framework for training & deploying LLMs with billions and trillions of parameters. Credit: NVIDIA

As hyperscalers and enterprises embrace the new era of massive AI models (LLMs), they will realize that the most pressing obstacle for AI to go to the next stage isn’t the AI itself — algorithms are fine — but the software (and hardware) infrastructure that underlies the development, training, and deployment of the models.

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