Dohyung Kim PRO

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upvoted a collection 30 days ago

MobileMoE

Collection

a family of on-device MoE language models with sub-billion active parameters (0.3-0.9B active and 1.3-5.3B total) that establish a new Pareto frontier • 11 items • Updated Aug 31 • 27

upvoted a collection about 1 month ago

K2 Horizon

Collection

K2 Horizon models, datasets, and supporting resources • 13 items • Updated 1 day ago • 139

upvoted a paper about 1 month ago

SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs

Paper • 2608.03573 • Published Aug 6 • 61

upvoted a collection 5 months ago

Qwen-Scope

Collection

16 items • Updated May 14 • 80

upvoted a paper 7 months ago

KORMo: Korean Open Reasoning Model for Everyone

Paper • 2510.09426 • Published Oct 10, 2025 • 87

upvoted a paper 8 months ago

Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment

Paper • 2601.14249 • Published Jan 20 • 14

upvoted a collection 10 months ago

Nemotron-Cascade

Collection

Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models • 14 items • Updated Aug 11 • 58

upvoted 4 papers about 1 year ago

No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping

Paper • 2509.21880 • Published Sep 26, 2025 • 54

Thinking Augmented Pre-training

Paper • 2509.20186 • Published Sep 24, 2025 • 24

DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization

Paper • 2508.14460 • Published Aug 20, 2025 • 86

Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models

Paper • 2508.10751 • Published Aug 14, 2025 • 29

upvoted a collection over 1 year ago

Qwen3

Collection

84 items • Updated Dec 31, 2025 • 1.86k

upvoted 2 papers over 1 year ago

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18, 2025 • 140

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 463

upvoted 2 papers almost 2 years ago

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 381

Exploring Model Kinship for Merging Large Language Models

Paper • 2410.12613 • Published Oct 16, 2024 • 21

upvoted an article almost 2 years ago

view article

Article

Fixing Gradient Accumulation

• 
• 
• +4

lysandre, ArthurZ, muellerzr, ydshieh, BenjaminB, pcuenq

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Oct 16, 2024

• 67

upvoted a paper almost 2 years ago

Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining

Paper • 2410.08102 • Published Oct 10, 2024 • 21

upvoted 2 papers about 2 years 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

Hermes 3 Technical Report

Paper • 2408.11857 • Published Aug 15, 2024 • 60