International Journal of Advance Computational Engineering and Networking (IJACEN)
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Volume-12,Issue-9  ( Sep, 2024 )
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Feb. 2025
Submitted Papers : 80
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  Journal Paper


Paper Title :
Comparative Analysis of Open-Source Multimodal Language Models

Author :Malathi Devara, Rohini Kalamkar, Janhavi Thite, Maheswari Chandrasekaran, Praveen Thenraj Gunasekaran, Selvakuberan Karuppasamy

Article Citation :Malathi Devara ,Rohini Kalamkar ,Janhavi Thite ,Maheswari Chandrasekaran ,Praveen Thenraj Gunasekaran ,Selvakuberan Karuppasamy , (2024 ) " Comparative Analysis of Open-Source Multimodal Language Models " , International Journal of Advance Computational Engineering and Networking (IJACEN) , pp. 6-12, Volume-12,Issue-9

Abstract : Multimodal language models (LLMs) have garnered significant interest for their ability to understand and generate text alongside other modalities like images and audio. This paper presents a rigorous comparative analysis of opensource multimodal LLMs and non-open source LLM’s, aiming to assess their performance across various tasks and datasets. We present a comprehensive comparison of open-source multimodal LLMs, leveraging a standardized evaluation. This work empowers researchers and practitioners in NLP and multimodal AI by providing crucial insights for informed decisionmaking. Keywords - Open Source, Multimodal Large Language Model, Vision Language Model, Large Language Model

Type : Research paper

Published : Volume-12,Issue-9


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