Dream 7B: Diffusion Large Language Models

Dream 7B: Diffusion Large Language Models

21 August 2025

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Papers citing "Dream 7B: Diffusion Large Language Models"

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Title
WeFT: Weighted Entropy-driven Fine-Tuning for dLLMs Guowei Xu Wenxin Xu Jiawang Zhao Kaisheng Ma DiffM 88 0 0 25 Sep 2025
Enabling Approximate Joint Sampling in Diffusion LMs Parikshit Bansal Sujay Sanghavi DiffM 84 1 0 25 Sep 2025
FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models Amin Karimi Monsefi Nikhil Bhendawade Manuel Rafael Ciosici Dominic Culver Yizhe Zhang Irina Belousova 100 3 0 24 Sep 2025
DSFT: Inspiring Diffusion Large Language Models to Comprehend Mathematical and Logical Patterns Ranfei Chen Ming Chen DiffM AI4CE 65 0 0 17 Sep 2025
LLaDA-VLA: Vision Language Diffusion Action Models Yuqing Wen Hebei Li Kefan Gu Yucheng Zhao Tiancai Wang Xiaoyan Sun VLM 191 7 0 08 Sep 2025
Diffusion Language Models Know the Answer Before Decoding Pengxiang Li Yefan Zhou Dilxat Muhtar L. Yin Shilin Yan Li Shen Yi Liang Soroush Vosoughi Shiwei Liu 150 21 0 27 Aug 2025
Quantization Meets dLLMs: A Systematic Study of Post-training Quantization for Diffusion LLMs Haokun Lin Haobo Xu Yichen Wu Ziyu Guo Renrui Zhang Zhichao Lu Ying Wei Gang Qu Zhenan Sun DiffM MQ 142 7 0 20 Aug 2025
MDPO: Overcoming the Training-Inference Divide of Masked Diffusion Language Models Haoyu He Katrin Renz Yong Cao Andreas Geiger DiffM 141 4 0 18 Aug 2025
Inference-Time Scaling of Diffusion Language Models with Particle Gibbs Sampling Meihua Dang Jiaqi Han Minkai Xu Kai Xu Akash Srivastava Stefano Ermon DiffM 94 7 0 11 Jul 2025
TPTT: Transforming Pretrained Transformers into Titans Fabien Furfaro 146 0 0 21 Jun 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey Runpeng Yu Qi Li Xinchao Wang DiffM AI4CE 459 23 0 16 Jun 2025