UltraBERT Collection UltraBERT: Beyond the Limit of BERT Pre-Training. Pre-trained 150M/380M encoders and a text embedding model, English, 32K context. • 4 items • Updated 25 days ago • 32
view article Article StateBench: Testing how language models track state changes over long documents allenai • 4 days ago • 17
DecisionPivot: A Diagnostic Benchmark for Decision Models in LLM Systems Paper • 2610.28522 • Published 19 days ago • 25
view article Article NVIDIA Kumo Forecast Combines Pretrained Time-Series Representations with Historical Pattern Retrieval and Interpretability nvidia • 17 days ago • 9
Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published about 1 month ago • 127
view article Article NVIDIA Kumo Tabular Sets a New Accuracy-Efficiency Frontier for Tabular Prediction nvidia • Sep 29 • 105
The Functionalizer: Lossless Functional Decomposition for Subword Tokenization Paper • 2609.15991 • Published Sep 18 • 14
Gricea: An Open Science Platform for Conversational AI Research Paper • 2609.22039 • Published Sep 18 • 11
How Lossless Is Lossless Speculative Decoding? The Role of Numerical Precision in Orthrus Paper • 2609.15504 • Published Sep 14 • 33
Online Draft Co-Training for Speculative Decoding in Large-Scale, Long-Context RL Post-Training Paper • 2609.07108 • Published 5 days ago • 18
An Open Recipe for IMO Gold: Training Nemotron for Olympiad Mathematics Paper • 2609.10712 • Published Sep 9 • 17
Puro-2B: Poor Lab's Qwen2-1.5B Trained on RTX 5090 within $5090 Paper • 2608.27370 • Published Aug 27 • 40
FM-Bench: A Benchmark for Long-Horizon Management with Competing Agents Paper • 2608.18423 • Published Aug 19 • 11
LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers Paper • 2608.06867 • Published Aug 7 • 90
Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development Paper • 2608.13417 • Published Aug 13 • 60