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"n this notebook, we will employ the Elo rating system to evaluate the performance of large language models (LLMs). The analysis is based on the pairwise battle results we collected from https://arena.lmsys.org between April 24 and July 17, 2023. This crowdsourcing way of data collection represents some use cases of LLMs in the wild. Below, we present the calculation procedure along with some basic analyses. To view the latest leaderboard, see https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard."

"OpenAI's ChatGPT was launched in November 2022 and it crossed a user mark of over 1 million within a week of its launch. But do you know why its popularity grew so quickly in a short period? It is because of its versatility, intelligence, and ability to do conversations like humans."

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"ChatRTX is a demo app that lets you personalize a GPT large language model (LLM) connected to your own content-docs, notes, or other data. Leveraging retrieval-augmented generation (RAG), TensorRT-LLM, and RTX acceleration, you can query a custom chatbot to quickly get contextually relevant answers. And because it all runs locally on your Windows RTX PC or workstation, you'll get fast and secure results."

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