no code implementations • 3 May 2024 • Hugo Laurençon, Léo Tronchon, Matthieu Cord, Victor Sanh
The growing interest in vision-language models (VLMs) has been driven by improvements in large language models and vision transformers.
no code implementations • 14 Mar 2024 • Hugo Laurençon, Léo Tronchon, Victor Sanh
Using vision-language models (VLMs) in web development presents a promising strategy to increase efficiency and unblock no-code solutions: by providing a screenshot or a sketch of a UI, a VLM could generate the code to reproduce it, for instance in a language like HTML.
1 code implementation • NeurIPS 2023 • Hugo Laurençon, Lucile Saulnier, Léo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander M. Rush, Douwe Kiela, Matthieu Cord, Victor Sanh
Large multimodal models trained on natural documents, which interleave images and text, outperform models trained on image-text pairs on various multimodal benchmarks.