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> 1. An agent to automate generating web pages from design images - Given an image, produce the HTML and CSS. LLMs couldn't do this for my simple page from a we
by Kerbonut 3y ago
> 1. An agent to automate generating web pages from design images - Given an image, produce the HTML and CSS. LLMs couldn't do this for my simple page from a web designer. Not even close, even mixing up vertical/horizontal flex arrangement. When I cropped the image to just a small section, it still couldn't do it. Tried a couple LLMs, none even came close. And these are pretty simple basic designs! I had to do it all manually.
That’s because none of the models have been trained on this. Create a dataset for this and train a model to do it and it will be able to do it.
- carlossouza 3y agohttps://www.youtube.com/watch?v=bRFLE9qi3t8 https://www.youtube.com/watch?v=bRFLE9qi3t8 Here's the CEO of Builder.io supporting your comment: he says they tried LLMs/agents, and it didn't work. Then, they collected a dataset and developed an in-house model only to assist where they couldn't solve with imperative programming
- foolswisdom 3y agoNot really, he's saying that the solution is to not have the entire process in a single model, it's better to have the model work on specific pieces that you broke down, rather than feeding the whole thing and expecting the model to be able to break it down and generate correctly by itself.