Alexandre Milesi – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-11-22T23:11:53Z http://www.open-lab.net/blog/feed/ Alexandre Milesi <![CDATA[Llama 3.2 Full-Stack Optimizations Unlock High Performance on NVIDIA GPUs]]> http://www.open-lab.net/blog/?p=90142 2024-11-22T23:11:53Z 2024-11-19T16:00:00Z Meta recently released its Llama 3.2 series of vision language models (VLMs), which come in 11B parameter and 90B parameter variants. These models are...]]>

Meta recently released its Llama 3.2 series of vision language models (VLMs), which come in 11B parameter and 90B parameter variants. These models are multimodal, supporting both text and image inputs. In addition, Meta has launched text-only small language model (SLM) variants of Llama 3.2 with 1B and 3B parameters. NVIDIA has optimized the Llama 3.2 collection of models for great performance and…

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]]> Alexandre Milesi <![CDATA[Accelerating SE(3)-Transformers Training Using an NVIDIA Open-Source Model Implementation]]> http://www.open-lab.net/blog/?p=36411 2022-08-31T23:54:46Z 2021-08-24T17:50:03Z SE(3)-Transformers are versatile graph neural networks unveiled at NeurIPS 2020. NVIDIA just released an open-source optimized implementation that uses 43x less...]]>

SE(3)-Transformers are versatile graph neural networks unveiled at NeurIPS 2020. NVIDIA just released an open-source optimized implementation that uses 43x less memory and is up to 21x faster than the baseline official implementation. SE(3)-Transformers are useful in dealing with problems with geometric symmetries, like small molecules processing, protein refinement…

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