CrossAttention、MMDit等方式将文本信息融入模型,而本文的方式直接同时训练文本和图像信息,并且是使用同一个模型来进行处理. 如上图,图像经过一个VAE来得到tokens,并插入到文本token中,文本也会在经过一个tokenizer之后通过一个轻量级的模块进行处理,然后再通过一个transformer来处理文本和图像的信息. 文本的attention方式...
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model link 时间:24.08 机构:Waymo & University of Southern California TL;DR 提出一种使用混合模态token来训练transformer,名为transfusion,是一种生成式AI模型。主要工作使用了2T的tokens结合语言模型的next token prediction以及diffusion...
Transfusion combines the language modeling loss function (next token prediction) with diffusion to train a single transformer over mixed-modality sequences. We pretrain multiple Transfusion models up to 7B parameters from scratch on a mixture of text and image data, establishing scaling laws with ...
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betoken预示 divine神圣的 anticipate预期相关列句 We can't predict the outcome. There are too many imponderables.(我们无法预测结果。难以逆料的情况太多了。) Defence planners predict an extended period of retrenchment.(国防规划人员们预计,开支紧缩期会延长。) It will be many years before anyone ...
Over the last 40 years, temperatures in the southern North Sea have risen by over 1°C, and are predicted to increase further over the next century. cordis Before his arrest, Sabat frequently gave advice on general life questions and predictions about the future on the Lebanese satellite tele...
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根据文章第一段There's been a lot of talk about weird and annoying responses from the Bing chat bot in the last couple of weeks.By contrast,it's difficult to get a rise out of ChatGPT even if you push it with contrary questions and statements. (在过去的几周里,有很多...
Aside from these aspects, traders can also earn YPRED tokens as rewards by participating in different activities on the platform, such as voting or completing courses. These use cases indicate that YPRED could become one of thebest utility tokensin the market. ...
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