Using Multimodal LLMs to Understand UI Elements on Websites

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...

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)

Did you use AI to generate this app?

yeah, we used https://gptengineer.app/ to create the playground! highly recommended

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!