Using Multimodal LLMs to Understand UI Elements on Websites (qa.tech)

MLLMs are surprisingly bad at this out of the box and to some extent even with fine tuning. https://jina.ai/news/the-what-and-why-of-text-image-modality...

Loving this! Very surprising that the LLMs of today are so bad at understanding interfaces but it also makes it a very interesting case for finetuning!

Love that you made an interactive app to visualize how the model performs similar to how Meta AI usually releases their models

(direct link: https://qa-tech-minicpm-demo.gptengineer.run)

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