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The Dawn of Artificial General Intelligence: How Language Models are Mastering Complex Tasks

Published on:

30 March 2023

Primary Category:

Computation and Language

Paper Authors:

Yongliang Shen,

Kaitao Song,

Xu Tan,

Dongsheng Li,

Weiming Lu,

Yueting Zhuang

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Key Details

HuggingGPT uses a large language model as a 'controller' to manage other AI models, connecting language understanding to expertise

The system decomposes complex requests into solvable subtasks via planning in the language model

It assigns suitable expert models to each subtask based on model descriptions from communities like Hugging Face

HuggingGPT coordinates execution and integrates results to deliver multimodal responses

The open and continuous integration of expert models offers a pathway to artificial general intelligence

AI generated summary

The Dawn of Artificial General Intelligence: How Language Models are Mastering Complex Tasks

This paper proposes a system called HuggingGPT that leverages large language models to connect and coordinate various AI models, enabling the solution of complex multimodal tasks. By acting as a 'controller' that plans, schedules, and manages expert models, HuggingGPT demonstrates how language can serve as an interface to achieve generalized intelligence.

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