Vijay Singh – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-11-06T02:24:56Z http://www.open-lab.net/blog/feed/ Vijay Singh <![CDATA[NVIDIA GH200 Superchip Accelerates Inference by 2x in Multiturn Interactions with Llama Models]]> http://www.open-lab.net/blog/?p=90897 2024-11-06T02:24:56Z 2024-10-28T15:00:00Z Deploying large language models (LLMs) in production environments often requires making hard trade-offs between enhancing user interactivity and increasing...]]>

Deploying large language models (LLMs) in production environments often requires making hard trade-offs between enhancing user interactivity and increasing system throughput. While enhancing user interactivity requires minimizing time to first token (TTFT), increasing throughput requires increasing tokens per second. Improving one aspect often results in the decline of the other…

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