Nov. 17, 2023, 11:25 p.m. | /u/APaperADay

Machine Learning

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>We introduce **Lumos**, a novel framework for training language agents that employs a unified data format and a modular architecture based on open-source large language models (LLMs). Lumos consists of three distinct modules: planning, grounding, and execution. The planning module breaks down a task into a series of high-level, tool-agnostic subgoals, which are then made specific by the grounding module through a set of low-level actions. These actions are …

abstract agents architecture data data format format framework language language models large language large language models llms machinelearning modular modules novel planning series tool training unified data

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