Shivam Raj – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-18T18:27:34Z http://www.open-lab.net/blog/feed/ Shivam Raj <![CDATA[NVIDIA NVLink and NVIDIA NVSwitch Supercharge Large Language Model Inference]]> http://www.open-lab.net/blog/?p=87063 2024-08-22T18:25:32Z 2024-08-12T14:00:00Z Large language models (LLM) are getting larger, increasing the amount of compute required to process inference requests. To meet real-time latency requirements...]]>

Large language models (LLM) are getting larger, increasing the amount of compute required to process inference requests. To meet real-time latency requirements for serving today’s LLMs and do so for as many users as possible, multi-GPU compute is a must. Low latency improves the user experience. High throughput reduces the cost of service. Both are simultaneously important. Even if a large…

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]]> Shivam Raj <![CDATA[Demystifying AI Inference Deployments for Trillion Parameter Large Language Models]]> http://www.open-lab.net/blog/?p=83013 2025-03-18T18:27:34Z 2024-06-12T16:00:00Z AI is transforming every industry, addressing grand human scientific challenges such as precision drug discovery and the development of autonomous vehicles, as...]]>

As of March 18, 2025, NVIDIA Triton Inference Server is now part of the NVIDIA Dynamo Platform and has been renamed to NVIDIA Dynamo Triton, accordingly. AI is transforming every industry, addressing grand human scientific challenges such as precision drug discovery and the development of autonomous vehicles, as well as solving commercial problems such as automating the creation of e-commerce…

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