MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling Paper • 2606.13473 • Published Jun 11 • 94
view article Article LightOnOCR-2-1B: a lightweight high-performance end-to-end OCR model family lightonai • Jan 19 • 102
LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR Paper • 2601.14251 • Published Jan 20 • 31
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Paper • 2510.15444 • Published Oct 17, 2025 • 151
CWM: An Open-Weights LLM for Research on Code Generation with World Models Paper • 2510.02387 • Published Sep 30, 2025 • 11
SmolLM3 evaluation datasets Collection Datasets to decontaminate the post-training mixtures against. Use the subset and column values described per entry • 13 items • Updated Jul 8, 2025 • 9
SmolLM3 pretraining datasets Collection datasets used in SmolLM3 pretraining • 15 items • Updated Aug 12, 2025 • 54
Rope to Nope and Back Again: A New Hybrid Attention Strategy Paper • 2501.18795 • Published Jan 30, 2025 • 13
view article Article Implementing MCP Servers in Python: An AI Shopping Assistant with Gradio freddyaboulton • Jul 31, 2025 • 60
view article Article Introducing Trackio: A Lightweight Experiment Tracking Library from Hugging Face +3 abidlabs, znation, nouamanetazi, sasha, qgallouedec • Jul 29, 2025 • 226
view article Article Welcome EmbeddingGemma, Google's new efficient embedding model +4 tomaarsen, Xenova, alvarobartt, ariG23498, pcuenq, sergiopaniego • Sep 4, 2025 • 276
view article Article Building the Open Agent Ecosystem Together: Introducing OpenEnv +8 spisakjo, darktex, zkwentz, mortimerp9, Sanyam, Hamid-Nazeri, Pankit01, emre0, lewtun, reach-vb • Oct 23, 2025 • 166
view article Article SmolLM3: smol, multilingual, long-context reasoner +21 eliebak, cmpatino, anton-l, edbeeching, m-ric, nouamanetazi, akseljoonas, guipenedo, hynky, clefourrier, SaylorTwift, kashif, qgallouedec, hlarcher, glutamatt, Xenova, reach-vb, ngxson, craffel, lewtun, loubnabnl, lvwerra, thomwolf • Jul 8, 2025 • 787
Less is More: Recursive Reasoning with Tiny Networks Paper • 2510.04871 • Published Oct 6, 2025 • 518