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Research paper

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Research paper by Hugo Laurençon and collaborators. Published 2023-06-21. Topics: multimodal models, natural documents, interleave images, image-text pairs, multimodal benchmarks.

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
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Research paper

SmolVLM: Redefining small and efficient multimodal models

Research paper by Andrés Marafioti and collaborators. Published 2025-04-07. Topics: Large Vision-Language Models, VLMs, SmolVLM, multimodal models, image tokenization.

Andrés Marafioti, Orr Zohar, Miquel Farré, Merve Noyan, Elie Bakouch, Pedro Cuenca, Cyril Zakka, Loubna Ben Allal, Anton Lozhkov, Nouamane Tazi, Vaibhav Srivastav, Joshua Lochner, Hugo Larcher, Mathieu Morlon, Lewis Tunstall, Leandro von Werra, Thomas Wolf
Research paper

What matters when building vision-language models?

Research paper by Hugo Laurençon and collaborators. Published 2024-05-03. Topics: vision-language models, large language models, vision transformers, pre-trained models, architecture choice.

Hugo Laurençon, Léo Tronchon, Matthieu Cord, Victor Sanh
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