Andrés Marafioti
Andrés Marafioti has 2 papers in our library, in 2025, most of them on Language models & pretraining, Vision & language; often with Anton Lozhkov, Elie Bakouch, Joshua Lochner.
OpenAlex · ORCID · h-index 7 · 15 works · 132 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 217 times in our library · ⭐ Paper Stars ranking: #6329
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 1 workArts and Humanities · 1 workMathematics · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- SmolLM2: When Smol Goes Big — Data-Centric Training of a Small Language Model (2025 · 181 citations)
Small language models are cheap to run and fit on devices like phones. Because they have limited capacity, though, the quality and balance of their training data matter even more than for large models. In SmolLM2, the Hugging Face team treats data design as the main lever for performance. They built a 1.7B-parameter… - SmolVLM: Redefining small and efficient multimodal models (2025 · 56 citations)
Most compact vision-language models are shrunken copies of large ones. They inherit memory-hungry choices, such as producing many visual tokens per image, which makes them impractical on phones and edge hardware. The SmolVLM authors at Hugging Face and Stanford redesigned a small VLM from scratch. They paired SmolLM2…
Co-authors here
- Anton Lozhkov ×2
- Elie Bakouch ×2
- Joshua Lochner ×2
- Loubna Ben Allal ×2
- Vaibhav Srivastav ×2
- Cyril Zakka
- Guilherme Penedo
- Hynek Kydlíček
- Lewis Tunstall
- Nouamane Tazi
Cited by
Updated
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