Scaling to Tens of Thousands of Test-Time Iterations with Loop-Native Attention Residuals Paper • 2610.11570 • Published 13 days ago • 9
TRIAGE: Direction-Aware Mismatch Stabilization of Native NVFP4 Reinforcement Learning Paper • 2610.07043 • Published 16 days ago • 47
TRIAGE: Direction-Aware Mismatch Stabilization of Native NVFP4 Reinforcement Learning Paper • 2610.07043 • Published 16 days ago • 47
Quantization Meets Reasoning: Exploring and Mitigating Degradation of Low-Bit LLMs in Mathematical Reasoning Paper • 2505.11574 • Published Jan 20
TRIAGE: Direction-Aware Mismatch Stabilization of Native NVFP4 Reinforcement Learning Paper • 2610.07043 • Published 16 days ago • 47
InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning Paper • 2502.11573 • Published Feb 17, 2025 • 9
BPDQ: Bit-Plane Decomposition Quantization on a Variable Grid for Large Language Models Paper • 2602.04163 • Published Feb 4 • 10
InfiR2: A Comprehensive FP8 Training Recipe for Reasoning-Enhanced Language Models Paper • 2509.22536 • Published Sep 26, 2025 • 3
Infi-MMR: Curriculum-based Unlocking Multimodal Reasoning via Phased Reinforcement Learning in Multimodal Small Language Models Paper • 2505.23091 • Published May 29, 2025
Routing Drift Alone Does Not Diagnose Failure in Merged MoE LLMs Paper • 2609.32821 • Published 25 days ago • 5
Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Paper • 2608.03028 • Published Aug 4
Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training Paper • 2605.09608 • Published May 10 • 52
Not All Disagreement Is Learnable: Token Teachability in On-Policy Distillation Paper • 2605.26844 • Published May 26 • 24
Access Sets Matter: Budgeting Expert Reads for Scalable Weight-Space Model Merging Paper • 2605.29489 • Published May 28 • 4
Access Sets Matter: Budgeting Expert Reads for Scalable Weight-Space Model Merging Paper • 2605.29489 • Published May 28 • 4
Access Sets Matter: Budgeting Expert Reads for Scalable Weight-Space Model Merging Paper • 2605.29489 • Published May 28 • 4
Not All Disagreement Is Learnable: Token Teachability in On-Policy Distillation Paper • 2605.26844 • Published May 26 • 24
Not All Disagreement Is Learnable: Token Teachability in On-Policy Distillation Paper • 2605.26844 • Published May 26 • 24