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upvoted a paper 26 days ago

DRIVE: Data Curation Best Practices for Reinforcement Learning with Verifiable Reward in Competitive Code Generation

Paper • 2511.06307 • Published 27 days ago • 50

upvoted an article 27 days ago

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Article

Budget Alignment: Making Models Reason in the User’s Language

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Nov 4

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9

upvoted a paper about 1 month ago

AMO-Bench: Large Language Models Still Struggle in High School Math Competitions

Paper • 2510.26768 • Published Oct 30 • 33

upvoted 2 papers about 2 months ago

VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications

Paper • 2509.26490 • Published Sep 30 • 19

R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?

Paper • 2510.08189 • Published Oct 9 • 26

upvoted a collection 5 months ago

OpenReasoning-Nemotron

Collection

Collection of models for OpenReasoning-Nemotron which are trained on 5M reasoning traces for Math, Code and Science. • 6 items • Updated 3 days ago • 45

upvoted 2 papers 6 months ago

AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy

Paper • 2506.13284 • Published Jun 16 • 26

Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective

Paper • 2505.17652 • Published May 23 • 6

upvoted a paper 7 months ago

Not All Correct Answers Are Equal: Why Your Distillation Source Matters

Paper • 2505.14464 • Published May 20 • 9

upvoted a collection 7 months ago

Qwen3

Collection

84 items • Updated Aug 6 • 1.47k

upvoted a paper 9 months ago

SampleMix: A Sample-wise Pre-training Data Mixing Strategey by Coordinating Data Quality and Diversity

Paper • 2503.01506 • Published Mar 3 • 9

upvoted 4 papers over 1 year ago

Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems

Paper • 2408.16293 • Published Aug 29, 2024 • 27

Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16, 2024 • 132

CodeShell Technical Report

Paper • 2403.15747 • Published Mar 23, 2024 • 1

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11, 2024 • 93