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Collections including paper arxiv:2505.18129

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Paper • 2504.20571 • Published Apr 29, 2025 • 98
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't

Paper • 2503.16219 • Published Mar 20, 2025 • 52
Performance Trade-offs of Optimizing Small Language Models for E-Commerce

Paper • 2510.21970 • Published Oct 24, 2025 • 3

One-RL-to-See-Them-All

https://github.com/MiniMax-AI/One-RL-to-See-Them-All

One-RL-to-See-Them-All/Orsta-7B

Image-Text-to-Text • 8B • Updated Jun 4, 2025 • 19 • 12
One-RL-to-See-Them-All/Orsta-32B-0321

Image-Text-to-Text • 33B • Updated May 26, 2025 • 19 • 2
One-RL-to-See-Them-All/Orsta-32B-0326

Image-Text-to-Text • 33B • Updated Jun 4, 2025 • 12 • 8
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62

One-RL-to-See-Them-All

https://github.com/MiniMax-AI/One-RL-to-See-Them-All

One-RL-to-See-Them-All/Orsta-7B

Image-Text-to-Text • 8B • Updated Jun 4, 2025 • 19 • 12
One-RL-to-See-Them-All/Orsta-32B-0321

Image-Text-to-Text • 33B • Updated May 26, 2025 • 19 • 2
One-RL-to-See-Them-All/Orsta-32B-0326

Image-Text-to-Text • 33B • Updated Jun 4, 2025 • 12 • 8
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62

Scaling Law for Quantization-Aware Training

Paper • 2505.14302 • Published May 20, 2025 • 76
Reward Reasoning Model

Paper • 2505.14674 • Published May 20, 2025 • 37
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 339
AdaptThink: Reasoning Models Can Learn When to Think

Paper • 2505.13417 • Published May 19, 2025 • 83

Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities

Paper • 2505.02567 • Published May 5, 2025 • 82
TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations

Paper • 2505.18125 • Published May 23, 2025 • 112
Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 265
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62
Magistral

Paper • 2506.10910 • Published Jun 12, 2025 • 68

One-RL-to-See-Them-All

One RL to See Them All: Visual Triple Unified Reinforcement Learning. GitHub: https://github.com/MiniMax-AI/One-RL-to-See-Them-All

One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62
One-RL-to-See-Them-All/Orsta-Data-47k

Updated Jun 4, 2025 • 208 • 17
One-RL-to-See-Them-All/Orsta-7B

Image-Text-to-Text • 8B • Updated Jun 4, 2025 • 19 • 12
One-RL-to-See-Them-All/Orsta-32B-0321

Image-Text-to-Text • 33B • Updated May 26, 2025 • 19 • 2

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 208 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Paper • 2505.09568 • Published May 14, 2025 • 99
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 339
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16, 2025 • 61
Emerging Properties in Unified Multimodal Pretraining

Paper • 2505.14683 • Published May 20, 2025 • 134

stuff i never have time to read

CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published Apr 17, 2025 • 97
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks

Paper • 2402.11984 • Published Feb 19, 2024
BlackGoose Rimer: Harnessing RWKV-7 as a Simple yet Superior Replacement for Transformers in Large-Scale Time Series Modeling

Paper • 2503.06121 • Published Mar 8, 2025 • 5
Timer: Transformers for Time Series Analysis at Scale

Paper • 2402.02368 • Published Feb 4, 2024 • 2

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Paper • 2504.20571 • Published Apr 29, 2025 • 98
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't

Paper • 2503.16219 • Published Mar 20, 2025 • 52
Performance Trade-offs of Optimizing Small Language Models for E-Commerce

Paper • 2510.21970 • Published Oct 24, 2025 • 3

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 265
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62
Magistral

Paper • 2506.10910 • Published Jun 12, 2025 • 68

One-RL-to-See-Them-All

https://github.com/MiniMax-AI/One-RL-to-See-Them-All

One-RL-to-See-Them-All/Orsta-7B

Image-Text-to-Text • 8B • Updated Jun 4, 2025 • 19 • 12
One-RL-to-See-Them-All/Orsta-32B-0321

Image-Text-to-Text • 33B • Updated May 26, 2025 • 19 • 2
One-RL-to-See-Them-All/Orsta-32B-0326

Image-Text-to-Text • 33B • Updated Jun 4, 2025 • 12 • 8
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62

One-RL-to-See-Them-All

One RL to See Them All: Visual Triple Unified Reinforcement Learning. GitHub: https://github.com/MiniMax-AI/One-RL-to-See-Them-All

One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62
One-RL-to-See-Them-All/Orsta-Data-47k

Updated Jun 4, 2025 • 208 • 17
One-RL-to-See-Them-All/Orsta-7B

Image-Text-to-Text • 8B • Updated Jun 4, 2025 • 19 • 12
One-RL-to-See-Them-All/Orsta-32B-0321

Image-Text-to-Text • 33B • Updated May 26, 2025 • 19 • 2

One-RL-to-See-Them-All

https://github.com/MiniMax-AI/One-RL-to-See-Them-All

One-RL-to-See-Them-All/Orsta-7B

Image-Text-to-Text • 8B • Updated Jun 4, 2025 • 19 • 12
One-RL-to-See-Them-All/Orsta-32B-0321

Image-Text-to-Text • 33B • Updated May 26, 2025 • 19 • 2
One-RL-to-See-Them-All/Orsta-32B-0326

Image-Text-to-Text • 33B • Updated Jun 4, 2025 • 12 • 8
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 208 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

Scaling Law for Quantization-Aware Training

Paper • 2505.14302 • Published May 20, 2025 • 76
Reward Reasoning Model

Paper • 2505.14674 • Published May 20, 2025 • 37
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 339
AdaptThink: Reasoning Models Can Learn When to Think

Paper • 2505.13417 • Published May 19, 2025 • 83

BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Paper • 2505.09568 • Published May 14, 2025 • 99
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 339
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16, 2025 • 61
Emerging Properties in Unified Multimodal Pretraining

Paper • 2505.14683 • Published May 20, 2025 • 134

Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities

Paper • 2505.02567 • Published May 5, 2025 • 82
TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations

Paper • 2505.18125 • Published May 23, 2025 • 112
Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62

stuff i never have time to read

CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published Apr 17, 2025 • 97
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks

Paper • 2402.11984 • Published Feb 19, 2024
BlackGoose Rimer: Harnessing RWKV-7 as a Simple yet Superior Replacement for Transformers in Large-Scale Time Series Modeling

Paper • 2503.06121 • Published Mar 8, 2025 • 5
Timer: Transformers for Time Series Analysis at Scale

Paper • 2402.02368 • Published Feb 4, 2024 • 2

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