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Collections including paper arxiv:2505.08617

OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.

Warrieryes/OpenThinkIMG-Chart-Qwen2-2B-VL

Updated 9 days ago • 97 • 1
Warrieryes/OpenThinkIMG-Chart-SFT-2942

Viewer • Updated 9 days ago • 2.94k • 38
Warrieryes/OpenThinkIMG-Chart-RL-14501

Viewer • Updated 9 days ago • 14.5k • 14
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Paper • 2505.08617 • Published 9 days ago • 36

Multimodal Reasoning

about 21 hours ago

InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning

Paper • 2502.11573 • Published Feb 17 • 8
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published Feb 4 • 22
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model

Paper • 2502.11775 • Published Feb 17 • 8
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 40

about 2 hours ago

CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models

Paper • 2505.12504 • Published 4 days ago • 21
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

Paper • 2505.15277 • Published about 23 hours ago • 66
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Paper • 2505.00703 • Published 21 days ago • 41
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Paper • 2505.08617 • Published 9 days ago • 36

about 20 hours ago

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

Text Generation • Updated 21 days ago • 82.4k • 1.04k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14 • 12
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • Updated Apr 17 • 405 • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 60

about 2 hours ago

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2 • 10
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10 • 42
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14 • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published Apr 14 • 84

Think Twice: Enhancing LLM Reasoning by Scaling Multi-round Test-time Thinking

Paper • 2503.19855 • Published Mar 25 • 28
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation

Paper • 2503.22675 • Published Mar 28 • 35
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10 • 42
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Paper • 2505.08617 • Published 9 days ago • 36

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 60
ToolRL: Reward is All Tool Learning Needs

Paper • 2504.13958 • Published Apr 16 • 43
OTC: Optimal Tool Calls via Reinforcement Learning

Paper • 2504.14870 • Published Apr 21 • 33
WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Paper • 2504.21776 • Published 22 days ago • 50

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published May 2, 2024 • 29
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Paper • 2405.14333 • Published May 23, 2024 • 41
Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 54
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture

Paper • 2405.18991 • Published May 29, 2024 • 12

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