---
title: "Guilherme Penedo — papers of 2025 — Elamur Research"
description: "Guilherme Penedo — papers of 2025: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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---
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# Guilherme Penedo — papers of 2025 — Elamur Research

2 papers · [all years of Guilherme Penedo](https://md.research.elamur.ai/free/en/authors/guilherme-penedo/#years)

- [SmolLM2: When Smol Goes Big — Data-Centric Training of a Small Language Model arXiv:2502.02737](https://md.research.elamur.ai/free/en/papers/allal-2025-smollm2-smol-goes-big-data/) — Loubna Ben Allal, Anton Lozhkov, Elie Bakouch, et al. · 2025 · 181 citations
- [FineWeb2: One Pipeline to Scale Them All — Adapting Pre-Training Data Processing to Every Language arXiv:2506.20920](https://md.research.elamur.ai/free/en/papers/penedo-2025-fineweb2-one-pipeline-scale-them/) — Guilherme Penedo, Hynek Kydliček, Vinko Sabolčec, et al. · 2025 · 99 citations