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Discover the best community collections!

Collections including paper arxiv:2601.09088

Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models

Paper • 2512.24618 • Published 27 days ago • 141
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem

Paper • 2512.24873 • Published 26 days ago • 102
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published 29 days ago • 28
Scaling Open-Ended Reasoning to Predict the Future

Paper • 2512.25070 • Published 26 days ago • 16

Alibaba-Apsara/DASD-4B-Thinking

Text Generation • 4B • Updated 12 days ago • 1.91k • 162
Alibaba-Apsara/DASD-30B-A3B-Thinking-Preview

Text Generation • 31B • Updated 12 days ago • 235 • 51
Alibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120b

Viewer • Updated 12 days ago • 306k • 20.1k • 275
Alibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120b-Logprob

Viewer • Updated 12 days ago • 435k • 5.11k • 59

Reasoning Papers

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

Paper • 2508.07629 • Published Aug 11, 2025 • 43
Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning

Paper • 2508.07101 • Published Aug 9, 2025 • 14
Compressing Chain-of-Thought in LLMs via Step Entropy

Paper • 2508.03346 • Published Aug 5, 2025 • 8
Train Long, Think Short: Curriculum Learning for Efficient Reasoning

Paper • 2508.08940 • Published Aug 12, 2025 • 27

WTF GENIUS PAPERS

Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are on tiny models (AR & dLLMs).

about 4 hours ago

Diffusion Language Models Know the Answer Before Decoding

Paper • 2508.19982 • Published Aug 27, 2025 • 26
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding

Paper • 2512.13586 • Published Dec 15, 2025 • 92
LSRIF: Logic-Structured Reinforcement Learning for Instruction Following

Paper • 2601.06431 • Published 17 days ago • 12
Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning

Paper • 2601.09088 • Published 13 days ago • 59

reasoning_model

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published Nov 20, 2025 • 93
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 102
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute

Paper • 2509.04475 • Published Aug 30, 2025 • 3
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 101

Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models

Paper • 2504.13626 • Published Apr 18, 2025 • 7
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published May 20, 2025 • 62
Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

Paper • 2509.06917 • Published Sep 8, 2025 • 41
hongliu9903/stack_edu_python

Viewer • Updated Jul 31, 2025 • 25.3M • 26 • 1

Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models

Paper • 2512.24618 • Published 27 days ago • 141
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem

Paper • 2512.24873 • Published 26 days ago • 102
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published 29 days ago • 28
Scaling Open-Ended Reasoning to Predict the Future

Paper • 2512.25070 • Published 26 days ago • 16

WTF GENIUS PAPERS

Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are on tiny models (AR & dLLMs).

about 4 hours ago

Diffusion Language Models Know the Answer Before Decoding

Paper • 2508.19982 • Published Aug 27, 2025 • 26
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding

Paper • 2512.13586 • Published Dec 15, 2025 • 92
LSRIF: Logic-Structured Reinforcement Learning for Instruction Following

Paper • 2601.06431 • Published 17 days ago • 12
Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning

Paper • 2601.09088 • Published 13 days ago • 59

Alibaba-Apsara/DASD-4B-Thinking

Text Generation • 4B • Updated 12 days ago • 1.91k • 162
Alibaba-Apsara/DASD-30B-A3B-Thinking-Preview

Text Generation • 31B • Updated 12 days ago • 235 • 51
Alibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120b

Viewer • Updated 12 days ago • 306k • 20.1k • 275
Alibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120b-Logprob

Viewer • Updated 12 days ago • 435k • 5.11k • 59

reasoning_model

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published Nov 20, 2025 • 93
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 102
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute

Paper • 2509.04475 • Published Aug 30, 2025 • 3
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 101

Reasoning Papers

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

Paper • 2508.07629 • Published Aug 11, 2025 • 43
Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning

Paper • 2508.07101 • Published Aug 9, 2025 • 14
Compressing Chain-of-Thought in LLMs via Step Entropy

Paper • 2508.03346 • Published Aug 5, 2025 • 8
Train Long, Think Short: Curriculum Learning for Efficient Reasoning

Paper • 2508.08940 • Published Aug 12, 2025 • 27

Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models

Paper • 2504.13626 • Published Apr 18, 2025 • 7
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published May 20, 2025 • 62
Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

Paper • 2509.06917 • Published Sep 8, 2025 • 41
hongliu9903/stack_edu_python

Viewer • Updated Jul 31, 2025 • 25.3M • 26 • 1

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