Saurav Muralidharan – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-10-17T18:51:42Z http://www.open-lab.net/blog/feed/ Saurav Muralidharan <![CDATA[Mistral-NeMo-Minitron 8B Model Delivers Unparalleled Accuracy]]> http://www.open-lab.net/blog/?p=87739 2024-10-17T18:51:42Z 2024-10-08T19:20:54Z This post was originally published August 21, 2024 but has been revised with current data. Recently, NVIDIA and Mistral AI unveiled Mistral NeMo 12B, a leading...]]>

This post was originally published August 21, 2024 but has been revised with current data. Recently, NVIDIA and Mistral AI unveiled Mistral NeMo 12B, a leading state-of-the-art large language model (LLM). Mistral NeMo 12B consistently outperforms similarly sized models on a wide range of benchmarks. We announced Mistral-NeMo-Minitron 8B, one of the most advanced open-access models in…

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]]> Saurav Muralidharan <![CDATA[How to Prune and Distill Llama-3.1 8B to an NVIDIA Llama-3.1-Minitron 4B Model]]> http://www.open-lab.net/blog/?p=87164 2024-08-22T18:24:58Z 2024-08-14T15:50:05Z Large language models (LLM) are now a dominant force in natural language processing and understanding, thanks to their effectiveness and versatility. LLMs such...]]>

Large language models (LLM) are now a dominant force in natural language processing and understanding, thanks to their effectiveness and versatility. LLMs such as Llama 3.1 405B and NVIDIA Nemotron-4 340B excel in many challenging tasks, including coding, reasoning, and math. They are, however, resource-intensive to deploy. As such, there is another trend in the industry to develop small language…

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