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Collections including paper arxiv:2508.18265

This collection includes all released checkpoints of InternVL3.5, covering different training stages (e.g., Pretraining, SFT, MPO, Cascade RL).

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29 • 649 • 132
OpenGVLab/InternVL3_5-38B

Image-Text-to-Text • 38B • Updated Aug 29 • 5.88k • 37
OpenGVLab/InternVL3_5-30B-A3B

Image-Text-to-Text • 31B • Updated Aug 29 • 42.9k • 37

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29 • 649 • 132
OpenGVLab/InternVL3_5-38B

Image-Text-to-Text • 38B • Updated Aug 29 • 5.88k • 37
OpenGVLab/InternVL3_5-30B-A3B

Image-Text-to-Text • 31B • Updated Aug 29 • 42.9k • 37

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks

Paper • 2310.19909 • Published Oct 30, 2023 • 21
Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 19
FlashDecoding++: Faster Large Language Model Inference on GPUs

Paper • 2311.01282 • Published Nov 2, 2023 • 37
Prompt Cache: Modular Attention Reuse for Low-Latency Inference

Paper • 2311.04934 • Published Nov 7, 2023 • 34

MultiModal Reasoning

Perception-Aware Policy Optimization for Multimodal Reasoning

Paper • 2507.06448 • Published Jul 8 • 47
High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning

Paper • 2507.05920 • Published Jul 8 • 11
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26 • 166
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28 • 46
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29 • 22
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Paper • 2505.21523 • Published May 23 • 13

Motif-Technologies/Motif-2.6B

Text Generation • 3B • Updated Aug 28 • 172 • 78
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29 • 649 • 132
openbmb/MiniCPM-V-4_5

Image-Text-to-Text • 9B • Updated Oct 10 • 49.5k • 1.02k

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

Paper • 2508.11987 • Published Aug 16 • 71
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6 • 496

Daily high rank paper

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 158
Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

Paper • 2507.22448 • Published Jul 30 • 66
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning

Paper • 2508.21113 • Published Aug 28 • 110

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated May 1 • 8.01k • 1.22k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17 • 141 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 63

ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems

Paper • 2503.20756 • Published Mar 26 • 7
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Paper • 2505.09568 • Published May 14 • 97
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
Qwen3-Omni Technical Report

Paper • 2509.17765 • Published Sep 22 • 139

This collection includes all released checkpoints of InternVL3.5, covering different training stages (e.g., Pretraining, SFT, MPO, Cascade RL).

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29 • 649 • 132
OpenGVLab/InternVL3_5-38B

Image-Text-to-Text • 38B • Updated Aug 29 • 5.88k • 37
OpenGVLab/InternVL3_5-30B-A3B

Image-Text-to-Text • 31B • Updated Aug 29 • 42.9k • 37

Motif-Technologies/Motif-2.6B

Text Generation • 3B • Updated Aug 28 • 172 • 78
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29 • 649 • 132
openbmb/MiniCPM-V-4_5

Image-Text-to-Text • 9B • Updated Oct 10 • 49.5k • 1.02k

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
OpenGVLab/InternVL3_5-241B-A28B

Image-Text-to-Text • 241B • Updated Aug 29 • 649 • 132
OpenGVLab/InternVL3_5-38B

Image-Text-to-Text • 38B • Updated Aug 29 • 5.88k • 37
OpenGVLab/InternVL3_5-30B-A3B

Image-Text-to-Text • 31B • Updated Aug 29 • 42.9k • 37

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

Paper • 2508.11987 • Published Aug 16 • 71
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6 • 496

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks

Paper • 2310.19909 • Published Oct 30, 2023 • 21
Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 19
FlashDecoding++: Faster Large Language Model Inference on GPUs

Paper • 2311.01282 • Published Nov 2, 2023 • 37
Prompt Cache: Modular Attention Reuse for Low-Latency Inference

Paper • 2311.04934 • Published Nov 7, 2023 • 34

Daily high rank paper

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 158
Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

Paper • 2507.22448 • Published Jul 30 • 66
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning

Paper • 2508.21113 • Published Aug 28 • 110

MultiModal Reasoning

Perception-Aware Policy Optimization for Multimodal Reasoning

Paper • 2507.06448 • Published Jul 8 • 47
High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning

Paper • 2507.05920 • Published Jul 8 • 11
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated May 1 • 8.01k • 1.22k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17 • 141 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 63

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26 • 166
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28 • 46
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29 • 22
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Paper • 2505.21523 • Published May 23 • 13

ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems

Paper • 2503.20756 • Published Mar 26 • 7
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Paper • 2505.09568 • Published May 14 • 97
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
Qwen3-Omni Technical Report

Paper • 2509.17765 • Published Sep 22 • 139

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