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Collections including paper arXiv:2507.19849

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 216 • 98
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

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

Paper • 2505.17667 • Published May 23 • 88

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156

Finetuning Strategies

MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge

Paper • 2507.21183 • Published Jul 27 • 14
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE

Paper • 2507.21802 • Published Jul 29 • 15
EDGE-GRPO: Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity

Paper • 2507.21848 • Published Jul 29 • 8
Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156

Daily high rank paper

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

Paper • 2507.22448 • Published Jul 30 • 65
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 202
R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning

Paper • 2508.21113 • Published Aug 28 • 109

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Paper • 2510.05592 • Published Oct 7 • 98

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156

about 1 month ago

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Paper • 2507.19457 • Published Jul 25 • 28
Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 307
Cache-to-Cache: Direct Semantic Communication Between Large Language Models

Paper • 2510.03215 • Published Oct 3 • 96

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm

Paper • 2507.18553 • Published Jul 24 • 40

The official datasets and model checkpoints of ARPO

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
dongguanting/Qwen3-8B-ARPO-DeepSearch

8B • Updated Jul 29 • 25 • 2
dongguanting/Qwen3-14B-ARPO-DeepSearch

Text Generation • 15B • Updated Aug 12 • 14 • 5
dongguanting/Qwen2.5-7B-ARPO

Text Generation • 8B • Updated Aug 19 • 7 • 2

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 216 • 98
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

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

Paper • 2505.17667 • Published May 23 • 88

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Paper • 2510.05592 • Published Oct 7 • 98

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156

Finetuning Strategies

MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge

Paper • 2507.21183 • Published Jul 27 • 14
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE

Paper • 2507.21802 • Published Jul 29 • 15
EDGE-GRPO: Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity

Paper • 2507.21848 • Published Jul 29 • 8
Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156

about 1 month ago

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Paper • 2507.19457 • Published Jul 25 • 28
Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 307
Cache-to-Cache: Direct Semantic Communication Between Large Language Models

Paper • 2510.03215 • Published Oct 3 • 96

Daily high rank paper

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

Paper • 2507.22448 • Published Jul 30 • 65
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 202
R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning

Paper • 2508.21113 • Published Aug 28 • 109

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm

Paper • 2507.18553 • Published Jul 24 • 40

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156

The official datasets and model checkpoints of ARPO

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156
dongguanting/Qwen3-8B-ARPO-DeepSearch

8B • Updated Jul 29 • 25 • 2
dongguanting/Qwen3-14B-ARPO-DeepSearch

Text Generation • 15B • Updated Aug 12 • 14 • 5
dongguanting/Qwen2.5-7B-ARPO

Text Generation • 8B • Updated Aug 19 • 7 • 2

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