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Collections including paper arxiv:2505.22618

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10 • 43
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 • 85

Efficient Diffusion LLM

Efficient-Large-Model/Fast_dLLM_v2_1.5B

2B • Updated Oct 11 • 35.8k • 5
Efficient-Large-Model/Fast_dLLM_v2_7B

333k • Updated Oct 11 • 9.09k • 15
Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30 • 54
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28 • 44

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28 • 44

R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Paper • 2503.10615 • Published Mar 13 • 17
UniGoal: Towards Universal Zero-shot Goal-oriented Navigation

Paper • 2503.10630 • Published Mar 13 • 6
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published Mar 10 • 88

MLLM-as-a-Judge for Image Safety without Human Labeling

Paper • 2501.00192 • Published Dec 31, 2024 • 31
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1 • 107
Xmodel-2 Technical Report

Paper • 2412.19638 • Published Dec 27, 2024 • 26
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

Diffusion Language Models

Structured Denoising Diffusion Models in Discrete State-Spaces

Paper • 2107.03006 • Published Jul 7, 2021 • 1
Simplified and Generalized Masked Diffusion for Discrete Data

Paper • 2406.04329 • Published Jun 6, 2024 • 8
Simple and Effective Masked Diffusion Language Models

Paper • 2406.07524 • Published Jun 11, 2024 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 123

(M)LLMs based on Discrete Diffusion Model and relevant techniques

diffusionfamily/diffullama

Text Generation • 7B • Updated Oct 25, 2024 • 516 • 11
GSAI-ML/LLaDA-8B-Base

Text Generation • 8B • Updated Oct 21 • 133k • 88
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15 • 87.5k • 144
GSAI-ML/LLaDA-V

Image-Text-to-Text • 8B • Updated Jun 18 • 6.8k • 23

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28 • 44
DINGO: Constrained Inference for Diffusion LLMs

Paper • 2505.23061 • Published May 29 • 31
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16 • 43
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17 • 44

Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 90
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Paper • 2501.11873 • Published Jan 21 • 66
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published Feb 16 • 166
MoBA: Mixture of Block Attention for Long-Context LLMs

Paper • 2502.13189 • Published Feb 18 • 17

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 34
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 27
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 22

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2 • 9
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published Apr 10 • 43
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 • 85

Diffusion Language Models

Structured Denoising Diffusion Models in Discrete State-Spaces

Paper • 2107.03006 • Published Jul 7, 2021 • 1
Simplified and Generalized Masked Diffusion for Discrete Data

Paper • 2406.04329 • Published Jun 6, 2024 • 8
Simple and Effective Masked Diffusion Language Models

Paper • 2406.07524 • Published Jun 11, 2024 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 123

Efficient Diffusion LLM

Efficient-Large-Model/Fast_dLLM_v2_1.5B

2B • Updated Oct 11 • 35.8k • 5
Efficient-Large-Model/Fast_dLLM_v2_7B

333k • Updated Oct 11 • 9.09k • 15
Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30 • 54
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28 • 44

(M)LLMs based on Discrete Diffusion Model and relevant techniques

diffusionfamily/diffullama

Text Generation • 7B • Updated Oct 25, 2024 • 516 • 11
GSAI-ML/LLaDA-8B-Base

Text Generation • 8B • Updated Oct 21 • 133k • 88
Dream-org/Dream-v0-Instruct-7B

Text Generation • 8B • Updated Jul 15 • 87.5k • 144
GSAI-ML/LLaDA-V

Image-Text-to-Text • 8B • Updated Jun 18 • 6.8k • 23

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28 • 44

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28 • 44
DINGO: Constrained Inference for Diffusion LLMs

Paper • 2505.23061 • Published May 29 • 31
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16 • 43
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17 • 44

R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Paper • 2503.10615 • Published Mar 13 • 17
UniGoal: Towards Universal Zero-shot Goal-oriented Navigation

Paper • 2503.10630 • Published Mar 13 • 6
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published Mar 10 • 88

Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 90
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Paper • 2501.11873 • Published Jan 21 • 66
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published Feb 16 • 166
MoBA: Mixture of Block Attention for Long-Context LLMs

Paper • 2502.13189 • Published Feb 18 • 17

MLLM-as-a-Judge for Image Safety without Human Labeling

Paper • 2501.00192 • Published Dec 31, 2024 • 31
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1 • 107
Xmodel-2 Technical Report

Paper • 2412.19638 • Published Dec 27, 2024 • 26
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 34
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 27
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 22

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