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
DOIONLINE NO - IJACEN-IRAJ-DOIONLINE-21241
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Copyright: © Institute of Research and Journals
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Published on 2025-01-08 |
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