Rajvir Singh – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-09-05T17:57:25Z http://www.open-lab.net/blog/feed/ Rajvir Singh <![CDATA[Jamba 1.5 LLMs Leverage Hybrid Architecture to Deliver Superior Reasoning and Long Context Handling]]> http://www.open-lab.net/blog/?p=87847 2024-09-05T17:57:25Z 2024-08-22T16:03:46Z AI21 Labs has unveiled their latest and most advanced Jamba 1.5 model family, a cutting-edge collection of large language models (LLMs) designed to excel in a...]]>

AI21 Labs has unveiled their latest and most advanced Jamba 1.5 model family, a cutting-edge collection of large language models (LLMs) designed to excel in a wide array of generative AI tasks. These models are capable of creating content, summarizing and comparing documents, and extracting valuable insights from vast datasets. This mixture of experts (MoE) model takes advantage of the…

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Rajvir Singh <![CDATA[Optimizing Inference Efficiency for LLMs at Scale with NVIDIA NIM Microservices]]> http://www.open-lab.net/blog/?p=87091 2024-08-22T18:24:55Z 2024-08-14T19:30:00Z As large language models (LLMs) continue to evolve at an unprecedented pace, enterprises are looking to build generative AI-powered applications that maximize...]]>

As large language models (LLMs) continue to evolve at an unprecedented pace, enterprises are looking to build generative AI-powered applications that maximize throughput to lower operational costs and minimize latency to deliver superior user experiences. This post discusses the critical performance metrics of throughput and latency for LLMs, exploring their importance and trade-offs between…

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