Efficient-Multimodal-LLMs-Survey Efficient Multimodal Large Language Models: A Survey[arXiv] Yizhang Jin12, Jian Li1, Yexin Liu3, Tianjun Gu4, Kai Wu1, Zhengkai Jiang1, Muyang He3, Bo Zhao3, Xin Tan4, Zhenye Gan1, Yabiao Wang1, Chengjie Wang1, Lizhuang Ma2 ...
5月17日,鹅厂协同国内几大高校实验室发布了一篇有关多模态大模型的综述文章《Efficient Multimodal Large Language Models: A Survey》,有广度有深度地介绍了多模态大模型的行业发展现状,对多模态大模型发展感觉兴趣的同学觉得有用就一键三连吧~ *本文只摘译精华部分,需要了解全文的请至文末跳转至原文链接阅读。 *楼...
Problem:Existing Video-LLMs often rely on frame-level representations without explicit temporal encoding, leading to inefficiencies in handling long video sequences and challenges in capturing temporal dynamics. Solution:WeSTORM(SpatiotemporalTOkenReduction forMultimodal LLMs), which integrates aMamba-Based ...
Chinese-LLaVA-Med: A multimodal large language model specialized in Chinese medical domain, based on LLaVA-1.5-7B. AutoRE: A document-level relation extraction system based on large language models. NVIDIA RTX AI Toolkit: SDKs for fine-tuning LLMs on Windows PC for NVIDIA RTX. LazyLLM: An...
We propose Rationale Distillation (RD), which incorporates the outputs of OCR tools, LLMs, and larger multimodal models as intermediate "rationales", and trains a small student model to predict both rationales and answers. On three visual document understanding benchmarks representing infographics, ...
* 题目: Multimodal Latent Emotion Recognition from Micro-expression and Physiological Signals* PDF: arxiv.org/abs/2308.1215* 作者: Liangfei Zhang,Yifei Qian,Ognjen Arandjelovic,Anthony Zhu* [推荐]题目: Multi-stage Factorized Spatio-Temporal Representation for RGB-D Action and Gesture Recognition* ...
Towards the end, I will show some glimpses of our recent advanced projects on Quantum Machine Learning, Continual Learning, and Multimodal LLMs. 展开 关键词: Cross layer design Tiny machine learning Urban areas Energy efficiency Hardware Software Software reliability Smart transportation Internet of ...
(2021) G. Abdelmoumin et al. On the performance of machine learning models for anomaly-based intelligent intrusion detection systems for the Internet of things IEEE Internet Things J. (2021) G. Team et al. Gemini: a family of highly capable multimodal modelsView more references ...
Chinese-LLaVA-Med: A multimodal large language model specialized in Chinese medical domain, based on LLaVA-1.5-7B. AutoRE: A document-level relation extraction system based on large language models. NVIDIA RTX AI Toolkit: SDKs for fine-tuning LLMs on Windows PC for NVIDIA RTX. LazyLLM: An...
[2025/01] We are excited to announce the alpha release of vLLM V1: A major architectural upgrade with 1.7x speedup! Clean code, optimized execution loop, zero-overhead prefix caching, enhanced multimodal support, and more. Please check out our blog posthere. ...