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upvoted 5 papers 21 days ago

TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration

Paper • 2604.14116 • Published 22 days ago • 13

From P(y|x) to P(y): Investigating Reinforcement Learning in Pre-train Space

Paper • 2604.14142 • Published 22 days ago • 29

Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents

Paper • 2604.14004 • Published 22 days ago • 30

GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents

Paper • 2604.07429 • Published 29 days ago • 119

RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time

Paper • 2604.11626 • Published 24 days ago • 101

upvoted a collection about 1 month ago

Gemma 4

Collection

12 items • Updated 2 days ago • 756

upvoted 2 papers 3 months ago

Eye, Robot: Learning to Look to Act with a BC-RL Perception-Action Loop

Paper • 2506.10968 • Published Jun 12, 2025 • 1

GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics

Paper • 2602.12617 • Published Feb 13 • 20

upvoted a paper 4 months ago

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published Jan 13 • 149

upvoted a paper 11 months ago

AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning

Paper • 2505.24298 • Published May 30, 2025 • 34

upvoted a collection over 1 year ago

🧠 Reasoning Models

Collection

8 items • Updated Jan 4 • 42

upvoted an article over 1 year ago

view article

Article

🐺🐦‍⬛ LLM Comparison/Test: 25 SOTA LLMs (including QwQ) through 59 MMLU-Pro CS benchmark runs

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Dec 4, 2024

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80

upvoted 2 collections over 1 year ago

Skywork-o1-Open

Collection

Skywork o1 open model collections • 3 items • Updated Jun 12, 2025 • 22

Llama-3.1-Nemotron-70B

Collection

SOTA models on Arena Hard and RewardBench as of 1 Oct 2024. • 6 items • Updated 17 days ago • 156

upvoted a paper over 2 years ago

Vision Transformers Need Registers

Paper • 2309.16588 • Published Sep 28, 2023 • 86