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Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model
May 16, 2024, 4:45 a.m. | Wanting Xu, Yang Liu, Langping He, Xucheng Huang, Ling Jiang
cs.CV updates on arXiv.org arxiv.org
Abstract: We introduce Xmodel-VLM, a cutting-edge multimodal vision language model. It is designed for efficient deployment on consumer GPU servers. Our work directly confronts a pivotal industry issue by grappling with the prohibitive service costs that hinder the broad adoption of large-scale multimodal systems. Through rigorous training, we have developed a 1B-scale language model from the ground up, employing the LLaVA paradigm for modal alignment. The result, which we call Xmodel-VLM, is a lightweight yet powerful …
arxiv cs.ai cs.cv language language model multimodal simple type vision vision language model vlm
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