![]() This post walks you through the process of downloading, optimizing, and deploying a 1.3 billion parameter GPT-3 model using NeMo Megatron. With this announcement, several pretrained checkpoints have been uploaded to HuggingFace, enabling anyone to deploy LLMs locally using GPUs. In September 2022, NVIDIA announced that NeMo Megatron is now available in Open Beta, allowing you to train and deploy LLMs using your own data. ![]() NVIDIA NeMo Megatron is an end-to-end GPU-accelerated framework for training and deploying transformer-based LLMs up to a trillion parameters. Many modern LLMs are built using the transformer network introduced by Google in 2017 in the Attention Is All You Need research paper. ![]() Large language models ( LLMs ) are some of the most advanced deep learning algorithms that are capable of understanding written language.
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