A Ticket from Marginals to Joints: Coupled-Noise Distillation for One-Step Block Generation in Diffusion Language Models
cs.CL
Submitted: 2026-09-06
Updated: 2026-10-07
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- LLaDA2.1: Speeding Up Text Diffusion via Token Editing
- Evaluating Large Language Models Trained on Code
- TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
- Continuous Latent Diffusion Language Model
- MDPO: Overcoming the Training-Inference Divide of Masked Diffusion Language Models
- ELF: Embedded Language Flows
- Learn from Your Mistakes: Self-Correcting Masked Diffusion Models
- Dream 7B: Diffusion Large Language Models
- DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs
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