From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement Paper • 2607.23802 • Published about 1 month ago • 106
view article Article mDenseOn with the mLateOn: Open Multilingual, Long-Context, and Code Retrieval Models lightonai • 26 days ago • 36
view article Article Beyond LoRA: Can you beat the most popular fine-tuning technique? +2 BenjaminB, sayakpaul, hubnemo, kashif • Jun 18 • 98
Nemotron-Personas Collection A collection of multilingual, region-specific synthetic persona datasets that support sovereign AI development across many countries and regions. • 10 items • Updated 14 days ago • 67
mR3 Models Collection mR3 Models Trained with Different Strategies • 12 items • Updated Sep 28, 2025 • 2
TabiBench Collection Tabi Benchmark for Language Evaluation. This benchmark includes 28 Turkish fine-tuning datasets. Codebase: https://github.com/boun-tabi-LMG/TabiBERT • 28 items • Updated Jan 1 • 4
mmBERT: a modern multilingual encoder Collection mmBERT is trained on 3T tokens from over 1800 languages, showing SoTA scores on benchmarks and exceptional low-resource performance • 17 items • Updated Jun 16 • 54
view article Article Scaling Real-Time Voice Agents with Cache-Aware Streaming ASR nvidia • Jan 5 • 90
view article Article Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval +1 aamirshakir, tomaarsen, SeanLee97 • Mar 22, 2024 • 135
💧 LFM2.5 Collection Collection of post-trained and base LFM2.5 models. • 16 items • Updated 21 days ago • 210
AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts Paper • 2402.07625 • Published Feb 12, 2024 • 18
view article Article Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance ServiceNow-AI • Dec 9, 2025 • 84
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification Paper • 2508.05629 • Published Aug 7, 2025 • 191
Apertus v1 Collection Democratizing Open and Compliant LLMs for Global Language Environments: 8B and 70B open-data open-weights models, multilingual in >1000 languages • 4 items • Updated Jul 24 • 361
NVIDIA Nemotron V2 Collection Open, Production-ready Enterprise Models. Nvidia Open Model license. • 9 items • Updated 14 days ago • 107