A geographic sciences multi-modal Large Language Model, the first of its kind in the world, was unveiled in Beijing. The model, named Sigma Geography, was developed by a team of researchers from the Institute of Geographic Sciences and Natural Resources Research, the Institute of Tibetan Plateau...
BEIJING, Sept. 19 (Xinhua) -- A geographic sciences multi-modal Large Language Model (LLM), the first of its kind in the world, was unveiled in Beijing on Thursday. It could support the integration of geography and artificial intelligence and help accelerate geographical discoveries. The model,...
Multi-modal large language models (MLLMs) have shown incredible capabilities in a variety of 2D vision and language tasks. We extend MLLMs' perceptual capabilities to ground and reason about images in 3-dimensional space. To that end, we first develop a large-scale pre-training dataset for 2D...
将LLM 中某些层(对于 qwen2 选择的是第 0 9 17 和 25 层)的self attention替换成 hyper attention, 这个层的作用是在self-attention的旁边加入一个并行的cross-attention, 将视觉信息引入模型, 具体原理下面讲解。 后续和正常 LLM 一样输出结果。 Hyper Attention google 的 flamingo 也有类似的在特征层面的视觉...
BEIJING, Sept. 19 (Xinhua) -- A geographic sciences multi-modal Large Language Model (LLM), the first of its kind in the world, was unveiled in Beijing on Thursday. It could support the integration of geography and artificial intelligence and help accelerate geographical discoveries. ...
awesome image-editing image-generation video-editing cvpr eccv 3d-generation video-generation e-c-c-v diffusion-models gan-models aigc generative-ai cvpr2024 multi-modal-large-language-model c-v-p-r eccv2024 Updated Aug 29, 2024 gyxxyg / VTG-LLM Star 46 Code Issues Pull requests [Pr...
Expanding large language models into the multi-sensory domain represents a remarkable convergence of AI capabilities. Here’s how LLMs are evolving to embrace multi-modal data: Multi-Modal Training Data: To tackle multi-modal tasks effectively, LLMs are trained on vast and diverse datasets that ...
BEIJING, Sept. 19 (Xinhua) -- A geographic sciences multi-modal Large Language Model (LLM), the first of its kind in the world, was unveiled in Beijing on Thursday. It could support the integration of geography and artificial intelligence and help accelerate geographical discoveries. ...
Understanding the mechanisms of information storage and transfer in Transformer-based models is important for driving model understanding progress. Recent work has studied these mechanisms for Large Language Models (LLMs), revealing insights on how information is stored in a model’s parameters and how...
While Multi-modal Large language models (MLLMs) have undeniably demonstrated their prowess across diverse sectors, their integration into the telecommunications industry has been somewhat limited. However, this landscape is undergoing a gradual metamorphosis as researchers delve deeper into the potential of...