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...
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 1Tencent YouTu La...
This Machine Learning Survey Paper from China Illuminates the Path to Resource-Efficient Large Foundation Models: A Deep Dive into the Balancing Act of Performance and Sustainability Developing foundation models like...
A Comprehensive Survey of Compression Algorithms for Language Models, arXiv, 2401.15347, arxiv, pdf, cication: -1 Seungcheol Park, Jaehyeon Choi, Sojin Lee, U Kang A Survey of Resource-efficient LLM and Multimodal Foundation Models, arXiv, 2401.08092, arxiv, pdf, cicatio...
In terms of model training, we intend to incorporate image-assisted information (such as pictures of the patient's affected area) to enable multimodal medical inquiry, further enhancing diagnostic accuracy and safety. Conclusions In conclusion, we have developed a new large-scale model, CPMI-Chat...
On-device LLM TinyChatEngine: run LLM on macbook air TinyChat: 30 tokens/s for LLaMA2 on Orin Inference speed improved from 50 token/s to 166 token/s on 4090 by using TinyChat 52:29Multimodal section AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration ...
Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models Kaiyuan Gao, Su He, Zhenyu He, Jiacheng Lin, Qizhi Pei, Jie Shao, Wei Zhang 2023This graph is outdated (2 months). Updating...
We empirically investigate proper pre-training methods to build good visual tokenizers, making Large Language Models (LLMs) powerful Multimodal Large Langu... G Wang,Y Ge,X Ding,... - 《Arxiv》 被引量: 0发表: 2023年 HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mit...
* 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* ...
[misc] fix collect env (vllm-project#8894) Sep 27, 2024 find_cuda_init.py [Core][VLM] Test registration for OOT multimodal models (vllm-project… Oct 5, 2024 format.sh mypy: check additional directories (vllm-project#9162) Oct 9, 2024 ...