Source: OneFlow This article has a total of 7200 words and is recommended to be read in over 10 minutes. This article provides guidance for selecting suitable open-source or closed-source language models to achieve better cost-effectiveness under different task requirements. By comparing the costs and latencies of LLaMA-2 and GPT-3.5 through testing, the author calculated … Read more
Source: DeepHub IMBA This article is about 3200 words long, and it is recommended to read for 6 minutes. This article explores the new integration of LlamaIndex for fine-tuning OpenAI's GPT-3.5 Turbo. OpenAI announced on August 22, 2023, that fine-tuning of GPT-3.5 Turbo is now possible. This means we can customize our own models. Subsequently, … Read more
Recently, OpenAI’s release of ChatGPT has injected a shot of adrenaline into the field of artificial intelligence, its powerful capabilities far exceeding the expectations of natural language processing researchers. Users who have experienced ChatGPT naturally raise the question: How did the original GPT-3 evolve into ChatGPT? Where does GPT-3.5’s astonishing language ability come from? Recently, … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and researchers in enterprises. Community Vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for the progress of beginners. … Read more
Introduction This article provides an in-depth analysis of the GPT series models, translated into Chinese, and shared here for everyone. By Li Rumor | Source Author:Fu Yao, [email protected], PhD student at the University of Edinburgh, graduated from Peking University, and together with Peng Hao, Tushar Khot co-authored the English manuscript at the Allen Institute for … Read more
The Most Complex Artificial Intelligence Super AI GPT-3 is destined to be one of the most important breakthroughs in the field of artificial intelligence in 2020. It is currently the most complex artificial intelligence language model in the world, developed by the renowned artificial intelligence open platform OpenAI. How complex is GPT-3? Technically, the most … Read more
CASIA Unlock More Intelligent Beauty GPT-3 has caused a global sensation in the tech community, and almost everyone with a basic understanding of AI knows about it. Discussions surrounding it remain very active to this day. This article aims to provide a brief introduction to GPT-3, hoping to give everyone a real glimpse of what … Read more
AI Model Tool Payment channels available in over 200 countries and regions, please choose freely! AgentGPT is a free and open-source autonomous artificial intelligence agent tool that allows users to assemble, configure, and deploy AI agents in the browser. Here is a detailed introduction to AgentGPT: Product Introduction AgentGPT is an innovative open-source project aimed … Read more
1. RAG (Retrieval Augmented Generation) RAG technology is a method that combines retrieval and generation. It typically relies on two core components: a large language model (such as GPT-3) and a retrieval system (such as a vector database). RAG first uses the retrieval system to extract relevant information from a vast amount of data, then … Read more
New Intelligence Report Editor: Shan Ling Alan [New Intelligence Overview] After Google released Gemini, it has claimed that Gemini Pro is superior to GPT-3.5. However, CMU researchers conducted their own tests to provide an objective and neutral third-party comparison. The results show that GPT-3.5 still generally outperforms Gemini Pro, although the gap is not large. … Read more