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Collections including paper arxiv:2606.11926

AI Research Papers/Things

A collection of research regarding AI that interests me.

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 84
Gemma 4 Technical Report

Paper • 2607.02770 • Published Jul 2 • 80
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Paper • 2607.03451 • Published Jul 3 • 35
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Paper • 2607.05804 • Published Jul 7 • 20

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

Paper • 2606.13662 • Published Jun 11 • 32
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130
Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Paper • 2606.05922 • Published Jun 4 • 70
AutoTrainess: Teaching Language Models to Improve Language Models Autonomously

Paper • 2606.31551 • Published Jun 30 • 24

Uncensormedaddy

dphn/dolphin-2.9.3-mistral-7B-32k

Text Generation • 7B • Updated Oct 30, 2024 • 834 • 57
teknium/OpenHermes-2.5

Viewer • Updated Apr 15, 2024 • 1M • 21.2k • 894
m-a-p/CodeFeedback-Filtered-Instruction

Viewer • Updated Feb 26, 2024 • 157k • 17.7k • 208
microsoft/orca-math-word-problems-200k

Viewer • Updated Mar 4, 2024 • 200k • 18.8k • 495

STEP3-VL-10B Technical Report

Paper • 2601.09668 • Published Jan 14 • 196
Advancing Open-source World Models

Paper • 2601.20540 • Published Jan 28 • 135
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization

Paper • 2512.24615 • Published Dec 31, 2025 • 119
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published Feb 9 • 76

Applications and Uses

ComfyUI-R1: Exploring Reasoning Models for Workflow Generation

Paper • 2506.09790 • Published Jun 11, 2025 • 53
Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6, 2025 • 73
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Paper • 2506.11763 • Published Jun 13, 2025 • 74
Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research

Paper • 2502.04644 • Published Feb 7, 2025 • 4

Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

Paper • 2606.11176 • Published Jun 9 • 132
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130

07. IA agentica

Multi-Agent Computer Use

Paper • 2606.01533 • Published Jun 1 • 7
OpenSkill: Open-World Self-Evolution for LLM Agents

Paper • 2606.06741 • Published Jun 4 • 29
Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

Paper • 2606.07412 • Published Jun 5 • 12
Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

Paper • 2606.08348 • Published Jun 6 • 16

EmpathicStories++: A Multimodal Dataset for Empathy towards Personal Experiences

Paper • 2405.15708 • Published May 24, 2024 • 1
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 226
MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Paper • 2604.05091 • Published Apr 6 • 47
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130

Open Deep Search: Democratizing Search with Open-source Reasoning Agents

Paper • 2503.20201 • Published Mar 26, 2025 • 48
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Paper • 2503.19470 • Published Mar 25, 2025 • 19
Spacer: Towards Engineered Scientific Inspiration

Paper • 2508.17661 • Published Aug 25, 2025 • 32
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks

Paper • 2509.01396 • Published Sep 1, 2025 • 59

AI Research Papers/Things

A collection of research regarding AI that interests me.

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 84
Gemma 4 Technical Report

Paper • 2607.02770 • Published Jul 2 • 80
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Paper • 2607.03451 • Published Jul 3 • 35
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Paper • 2607.05804 • Published Jul 7 • 20

Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

Paper • 2606.11176 • Published Jun 9 • 132
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

Paper • 2606.13662 • Published Jun 11 • 32
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130
Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Paper • 2606.05922 • Published Jun 4 • 70
AutoTrainess: Teaching Language Models to Improve Language Models Autonomously

Paper • 2606.31551 • Published Jun 30 • 24

07. IA agentica

Multi-Agent Computer Use

Paper • 2606.01533 • Published Jun 1 • 7
OpenSkill: Open-World Self-Evolution for LLM Agents

Paper • 2606.06741 • Published Jun 4 • 29
Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

Paper • 2606.07412 • Published Jun 5 • 12
Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

Paper • 2606.08348 • Published Jun 6 • 16

Uncensormedaddy

dphn/dolphin-2.9.3-mistral-7B-32k

Text Generation • 7B • Updated Oct 30, 2024 • 834 • 57
teknium/OpenHermes-2.5

Viewer • Updated Apr 15, 2024 • 1M • 21.2k • 894
m-a-p/CodeFeedback-Filtered-Instruction

Viewer • Updated Feb 26, 2024 • 157k • 17.7k • 208
microsoft/orca-math-word-problems-200k

Viewer • Updated Mar 4, 2024 • 200k • 18.8k • 495

EmpathicStories++: A Multimodal Dataset for Empathy towards Personal Experiences

Paper • 2405.15708 • Published May 24, 2024 • 1
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130

STEP3-VL-10B Technical Report

Paper • 2601.09668 • Published Jan 14 • 196
Advancing Open-source World Models

Paper • 2601.20540 • Published Jan 28 • 135
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization

Paper • 2512.24615 • Published Dec 31, 2025 • 119
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published Feb 9 • 76

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 226
MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Paper • 2604.05091 • Published Apr 6 • 47
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130

Applications and Uses

ComfyUI-R1: Exploring Reasoning Models for Workflow Generation

Paper • 2506.09790 • Published Jun 11, 2025 • 53
Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6, 2025 • 73
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Paper • 2506.11763 • Published Jun 13, 2025 • 74
Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research

Paper • 2502.04644 • Published Feb 7, 2025 • 4

Open Deep Search: Democratizing Search with Open-source Reasoning Agents

Paper • 2503.20201 • Published Mar 26, 2025 • 48
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Paper • 2503.19470 • Published Mar 25, 2025 • 19
Spacer: Towards Engineered Scientific Inspiration

Paper • 2508.17661 • Published Aug 25, 2025 • 32
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks

Paper • 2509.01396 • Published Sep 1, 2025 • 59

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