SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers Paper • 2609.01343 • Published Sep 1 • 92
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 • 801
view article Article SmolLM - blazingly fast and remarkably powerful +1 loubnabnl, anton-l, eliebak • Jul 16, 2024 • 470
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published Aug 9, 2025 • 117
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens Paper • 2508.01191 • Published Aug 2, 2025 • 240
HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation Paper • 2505.04512 • Published May 7, 2025 • 36
Flow-GRPO: Training Flow Matching Models via Online RL Paper • 2505.05470 • Published May 8, 2025 • 89
MiniMax-01: Scaling Foundation Models with Lightning Attention Paper • 2501.08313 • Published Jan 14, 2025 • 304
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22, 2025 • 464
Kimi k1.5: Scaling Reinforcement Learning with LLMs Paper • 2501.12599 • Published Jan 22, 2025 • 131
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Paper • 2502.05171 • Published Feb 7, 2025 • 164