ChatGPT has become the manager of hundreds of models. In recent months, the surge in popularity of ChatGPT and GPT-4 has showcased the extraordinary capabilities of large language models (LLMs) in language understanding, generation, interaction, and reasoning. This has drawn significant attention from both academia and industry, revealing the potential of LLMs in constructing general … Read more
HuggingGPT, developed by Zhejiang University and Microsoft Research Asia, also known as JARVIS, can automatically analyze the required AI models based on the user’s natural language description and directly call the corresponding models on Huggingface to provide a solution for the user. 1. Workflow of HuggingGPT The workflow consists of four stages: Task Planning:ChatGPT parses … Read more
Machine Heart reports Machine Heart Editorial Team Is the potential of agents underestimated? AI agents were a hot topic last year, but many may not have a clear concept of how much potential AI agents really have. Recently, Stanford University professor Andrew Ng mentioned in a speech that they found workflows built on GPT-3.5 performed … Read more
Professor Andrew Ng recently shared his views on Agents at the Sequoia AI Summit. Although some media outlets have reported on this, they sacrificed accuracy for the sake of timeliness by using machine translation, which increased unnecessary reading barriers. The Agent Universe has reorganized and translated a version that retains Professor Ng’s original intent while … Read more
Solving complex artificial intelligence tasks is a key step towards achieving Artificial General Intelligence (AGI). Despite the abundance of AI models targeting different domains and modalities, they struggle to handle complex AI tasks. Given the remarkable capabilities of large language models (LLMs) in language understanding, generation, interaction, and reasoning, the authors advocate that LLMs can … Read more
Since the advent of ChatGPT, various GPTs have emerged. Recently, Microsoft launched HuggingGPT and open-sourced the corresponding project on GitHub – Jarvis. Just these two points are enough to pique the public’s interest. Today’s article will simply interpret HuggingGPT, specifically the paper – HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face[1]. … Read more
PanChuang AI Sharing Source | GPT Reprinted from | Machine Heart 【Introduction】ChatGPT has become the manager of hundreds of models this time. In recent months, the successive popularity of ChatGPT and GPT-4 has showcased the extraordinary capabilities of large language models (LLMs) in language understanding, generation, interaction, and reasoning, which has garnered significant attention from … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for the advancement of beginners. … Read more
Reported by New Intelligence Editor: LRS [New Intelligence Overview] Allow language models to solve problems automatically, letting users take a backseat. The wave of AI driven by ChatGPT has ushered us into the era of artificial intelligence, where language models have become indispensable tools in daily life. However, current language models can only respond to … 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 faculty, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted … Read more