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How Do Vision Transformers Work?

Up until vision transformers were invented, the dominating model architecture in computer vision was convolutional neural network (CNN), which was invented at 1989 by famous researchers including Yann LeCun and Yoshua Bengio. At 2017, transformers were invented by Google and took the natural language processing domain by storm, but were not adapted successfully to computer …

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Opro framework overview

Large Language Models As Optimizers – OPRO by Google DeepMind

OPRO (Optimization by PROmpting), is a new approach to leverage large language models as optimizers, which was introduced by Google DeepMind in a research paper titled “Large Language Models As Optimizers”. Large language models are very good at getting a prompt, such as an instruction or a question, and yield a useful response that match …

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