In Search of a Lightweight "Good Enough" Offline Generative AI for Mobile Robots: Performance Benchmarking

We present a novel benchmarking methodology for evaluating offline Large Language Models (LLMs) in resource-constrained mobile robotics applications. Using an Nvidia Jetson Nano platform with 4GB RAM limitation, we demonstrate the feasibility of deploying tuned ChatGPT4All for robotic control tasks....

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Bibliographic Details
Main Authors: Yegin Genc, Gonca Altuger-Genc, Akin Tatoglu
Format: Article
Language:English
Published: LibraryPress@UF 2025-05-01
Series:Proceedings of the International Florida Artificial Intelligence Research Society Conference
Subjects:
Online Access:https://journals.flvc.org/FLAIRS/article/view/138943
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