Boosting AI Training With Web Search: 750K Image-Text Examples
VisualWebInstruct boosts AI training with 750K image-text pairs, improving visual understanding & real-world app performance for LMMs.
This is a Plain English Papers summary of a research paper called Web Search Powers AI Training: 750K Image-Text Examples Boost Visual Understanding Performance. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview VisualWebInstruct scales multimodal instruction data through web search Creates diverse, high-quality training data from web images and content Two-stage approach: web mining and data refinement Generated 750K multimodal instruction-response pairs Significantly improves visual instruction tuning for LMMs Shows better generaliz...