On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification Paper • 2508.05629 • Published 16 days ago • 155
view article Article SmolLM3: smol, multilingual, long-context reasoner By loubnabnl and 22 others • Jul 8 • 635
FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language Paper • 2506.20920 • Published Jun 26 • 69
Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design Paper • 2506.04734 • Published Jun 5 • 19
ILSP Greek Evaluation Suite Collection A collection of test sets for evaluating base and chat LLMs (incl. VLMs) on Greek generation and understanding capabilities • 15 items • Updated Jun 18 • 3
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs Paper • 2503.11751 • Published Mar 14 • 16
view article Article Welcome Gemma 3: Google's all new multimodal, multilingual, long context open LLM By ariG23498 and 3 others • Mar 12 • 454
Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMs Paper • 2502.14561 • Published Feb 20 • 2
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution Paper • 2502.18449 • Published Feb 25 • 75
Weighted-Reward Preference Optimization for Implicit Model Fusion Paper • 2412.03187 • Published Dec 4, 2024 • 12
Stronger Models are NOT Stronger Teachers for Instruction Tuning Paper • 2411.07133 • Published Nov 11, 2024 • 39
view article Article Releasing the largest multilingual open pretraining dataset By Pclanglais and 2 others • Nov 13, 2024 • 102