On August 29, the world's first professional, multimodal large language model (LLM) for the field of lunar science has been released at the China International Big Data Industry Expo.8月29日，一名观众在观看月球科学多模态专业大模型介绍。图片来源：新华社 【知识点】月球是距离地球最近的星球，研究...
8月29日,国际首个月球科学多模态专业大模型在2024中国国际大数据产业博览会上发布。 On August 29, the world's first professional, multimodal large language model (LLM) for the field of lunar science has been released at the China International Big Data Industry Expo. 8月29日,一名观众在观看月球科学...
本论文旨在追踪和总结多模态大语言模型(Multimodal Large Language Model)的最新进展,主要内容包括模型架构、训练策略和数据以及评估。然后,作者介绍了关于如何扩展多模态大语言模型以支持更多粒度、模态、语言和场景的研究主题。作者还介绍了多模态大语言模型面临的幻觉问题以及包括多模态上下文学习、多模态思维链、大语言模...
本文将从模型结构,训练方法,训练数据,模型表现四个方面对近期的一些MLLM(Multi-modal Large Language Models)进行总结并探讨这四个方面对模型表现的影响。本文覆盖的MLLM包括:LLaVA, MiniGPT-4, mPLUG-Owl, …
综述一:A Survey on Multimodal Large Language Models 论文链接:https://arxiv.org/pdf/2306.13549.pdf 项目链接:https://github.com/BradyFU/Awesome-Multimodal-Large-Language-Models 2024年4月1号更新的一篇paper。 一、多模态LLM的组成部分 常见的多模态LLM结构: ...
1 CLIP https://openai.com/index/clip/ CLIP(Contrastive Language–Image Pre-training)的主要任务为图文匹配 计算cosine similarity。 对角线的 \(N\) 个为正样本,其他 \(N^2-N\) 为负样本。
This is the first work to correct hallucination in multimodal large language models. ✨ 🔥🔥🔥Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM Project Page|Paper|GitHub A speech-to-speech dialogue model with both low-latency and high intelligence while...
Kosmos-1: A Multimodal Large Language Model (MLLM) MetaLM: Language Models are General-Purpose Interfaces The Big Convergence - Large-scale self-supervised pre-training across tasks (predictive and generative), languages (100+ languages), and modalities (language, image, audio, layout/format ...
With the goal of quick deployment of tools for rapid response to rare diseases, we present the medical multimodal large language model (Med-MLLM) framework. We evaluate the effectiveness of Med-MLLM using the COVID-19 pandemic “in replay”, showing that Med-MLLM is able to accomplish accu...
GitHub - BradyFU/Awesome-Multimodal-Large-Language-Models: :sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.github.com/BradyFU/Awesome-Multimodal-Large-Language-Models 现在LLM已经广泛用到了多模态方法中,基于LLM的强大智能来完成复杂的多模态任务。