July 14, 2024 How to use Yi-Vision with TextGrad

July 14, 2024 How to use Yi-Vision with TextGrad

TextGrad is an autograd engine that enhances language models through iterative feedback. It has recently expanded to support multimodal optimization. This guide explains how to adapt TextGrad for use with other models using Yi-Vision. The steps involve making tweaks to a script, adding the model name to a list, and utilizing ChatExternalClient with the API key. The example code demonstrates importing an image and using TextGrad for answering a question about the image. It also includes a loss function for evaluating the answer and an optimizer for improving the answer.
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