GPT Source: Machine Heart ChatGPT has become the manager of hundreds of models. 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, attracting significant attention from both academia and industry, and revealing the potential of LLMs in … Read more
Recently, AutoGPT and HuggingGPT have become extremely popular. They automatically make decisions using the ChatGPT large model and call upon other models to achieve a high degree of automated decision-making, expanding the application scope of large models. However, the most critical aspect is understanding their specific implementation principles and how they operate internally, which is … Read more
HuggingGPT is a recent representative in the hot direction of Agents, enabling LLMs like ChatGPT to utilize various models from the HuggingFace community (including but not limited to text-to-image, image-to-text, speech-to-text, and text-to-speech), allowing LLMs to drive other intelligent agents for multimodal capabilities. The original paper and Chinese introduction are as follows: Original Paper HuggingGPT：https://arxiv.org/abs/2303.17580 … Read more
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
Follow the official account “Carl’s AI Watts” and set it as “Starred” to get the latest AIGC news Author: Carl AIGC Open Source Free Tutorial 2.0 (supports ChatGPT, Midjourney, Stable Diffusion, Runway, AI Agents, Digital Humans, AI Voice & Music): https://www.learnprompt.pro In the first three articles, we discussed the principles and components of Agents as … 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
In recent months, the successive rise of ChatGPT and GPT-4 has showcased the extraordinary capabilities of large language models (LLM) in language understanding, generation, interaction, and reasoning, garnering significant attention from both academia and industry. This has highlighted the potential of LLMs in constructing general artificial intelligence (AGI) systems. To achieve AGI, LLMs face numerous … 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