OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. - 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 (NeurIPS, 2023)

OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. - 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 (CoRR, 2023)

What matters when building vision-language models? - Hugo Laurençon; Léo Tronchon; Matthieu Cord; Victor Sanh (NeurIPS, 2024)

Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset. - Hugo Laurençon; Léo Tronchon; Victor Sanh (CoRR, 2024)

Building and better understanding vision-language models: insights and future directions. - Hugo Laurençon; Andrés Marafioti; Victor Sanh; Léo Tronchon (CoRR, 2024)

Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights. - Mathieu Andreux; Breno Baldas Skuk; Hamza Benchekroun; Emilien Biré; Antoine Bonnet; Riaz Bordie; Nathan Bout; Matthias Brunel; Pierre-Louis Cedoz; Antoine Chassang; Mickaël Chen; Alexandra D. Constantinou; et al. (CoRR, 2025)