Vision Language Models 1. VLM Usage Vision Language Models (VLMs) process image inputs alongside text to enable tasks like image captioning, visual question answering, and multimodal reasoning. A typical VLM architecture consists of an image encoder to extract visual features, a projection layer to...
In this paper, we discuss approaches for integratingComputational Creativity(CC) with research in large language and vision models (LLVMs) to address a key limitation of these models, i.e., creative problem solving. We present preliminary experiments showing how CC principles can be applied to ad...
Vision-language models enable a plethora of useful and interesting use cases that go beyond just VQA and zero-shot segmentation. We encourage you to try out the different use cases supported by the models mentioned in this section. For sample code, refer to the respective documenta...
参考链接: https://huggingface.co/Vision-CAIR/vicuna-7bhttps://github.com/Vision-CAIR/MiniGPT-4/blob/main/minigpt4/configs/models/minigpt4_vicuna0.yaml#L18https://drive.google.com/file/d/1RY9jV0dyqLX-o38LrumkKRh6Jtaop58R/viewhttps://juejin.cn/s/git%20lfs%20%E4%B8%8B%E8%BD%BD...
UCB CS 194/294-267 Understanding Large Language Models: Foundations and Safety 422 3 07:14:59 App 建议NLP方向的AI学子死磕这套教程!三小时即可掌握的HuggingFace核心模块及BERT中文模型实战,是真的通俗易懂! 2.8万 36 01:53:12 App 最好的致敬是学习:DeepSeek-R1 赏析 2142 0 130:45:06 App 【整...
Demo演示:https://huggingface.co/spaces/Lin-Chen/ShareGPT4V-7B 项目地址:https://github.com/InternLM/InternLM-XComposer/tree/main/projects/ShareGPT4V ShareGPT4V数据集包含120万条「图像-高度详细的文本描述」数据,囊括了了世界知识、对象属性、空间关系、艺术评价等众多方面,在多样性和信息涵盖度等方面超越...
(https://huggingface.co/datasets/jamessyx/PathMMU), BCNB (https://bcnb.grand-challenge.org/) and MUV-IDH (https://doi.org/10.25493/WQ48-ZGX). The data for patients in the immunotherapy cohorts are subject to controlled access because they contain sensitive information about patient privacy. ...
Additional datasets used include QUILT-1M (https://github.com/wisdomikezogwo/quilt1m), PathAsst (https://huggingface.co/datasets/jamessyx/PathCap), PathVQA (https://huggingface.co/datasets/flaviagiammarino/path-vqa), BookSet and PubmedSet (https://warwick.ac.uk/fac/cross_fac/tia/data/arch...
模型定义貌似在:src/transformers/models/qwen2_vl/modeling_qwen2_vl.py https://github.com/huggingface/transformers/pull/33487/files 论文详情 模型结构 输入格式: image input: 使用特殊token (xxx) bounding box: 使用特殊token(<box>xxx</box>) bounding box的...
(https://seer.cancer.gov), MIMIC-III (https://physionet.org/content/mimiciii/1.4/), HealthcareMagic (https://huggingface.co/datasets/UCSD26/medical_dialog), MeQSum (https://huggingface.co/datasets/sumedh/MeQSum), MedMNIST v2 (https://medmnist.com) and ROCO (https://github.com/razorx...