Dohyung Kim PRO

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upvoted a collection 10 days ago

Nemotron-Cascade

Collection

Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models • 18 items • Updated about 13 hours ago • 40

upvoted 2 papers 3 months 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 • 52

Thinking Augmented Pre-training

Paper • 2509.20186 • Published Sep 24, 2025 • 23

upvoted a paper 4 months ago

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

Paper • 2508.14460 • Published Aug 20, 2025 • 85

upvoted a paper 5 months ago

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

Paper • 2508.10751 • Published Aug 14, 2025 • 28

upvoted a collection 8 months ago

Qwen3

Collection

84 items • Updated 1 day ago • 1.53k

upvoted a paper 8 months ago

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

Paper • 2504.13837 • Published Apr 18, 2025 • 139

upvoted a paper 11 months ago

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

Paper • 2501.12948 • Published Jan 22, 2025 • 432

upvoted 2 papers about 1 year ago

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 376

Exploring Model Kinship for Merging Large Language Models

Paper • 2410.12613 • Published Oct 16, 2024 • 21

upvoted an article about 1 year ago

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Article

Fixing Gradient Accumulation

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• +4

Oct 16, 2024

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63

upvoted a paper about 1 year ago

Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining

Paper • 2410.08102 • Published Oct 10, 2024 • 21

upvoted 3 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

Hermes 3 Technical Report

Paper • 2408.11857 • Published Aug 15, 2024 • 56

From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty

Paper • 2407.06071 • Published Jul 8, 2024 • 7

upvoted an article over 1 year ago

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Article

Expanding Model Context and Creating Chat Models with a Single Click

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Apr 28, 2024

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38