Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Paper
• 2505.22618 • Published
• 45
dLLM
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DINGO: Constrained Inference for Diffusion LLMs
Paper • 2505.23061 • Published • 31 -
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Paper • 2506.13759 • Published • 43 -
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs
Paper • 2506.14429 • Published • 44 -
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models
Paper • 2508.00819 • Published • 63 -
Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction
Paper • 2508.02558 • Published • 11 -
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference
Paper • 2508.02193 • Published • 136 -
Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models
Paper • 2508.09138 • Published • 37 -
Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
Paper • 2508.09192 • Published • 30 -
A Survey on Diffusion Language Models
Paper • 2508.10875 • Published • 34 -
Quantization Meets dLLMs: A Systematic Study of Post-training Quantization for Diffusion LLMs
Paper • 2508.14896 • Published • 22 -
Diffusion Language Models Know the Answer Before Decoding
Paper • 2508.19982 • Published • 27 -
Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models
Paper • 2509.06949 • Published • 56 -
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
Paper • 2509.10396 • Published • 16 -
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
Paper • 2512.13586 • Published • 93 -
LLaDA2.0: Scaling Up Diffusion Language Models to 100B
Paper • 2512.15745 • Published • 86 -
Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone
Paper • 2512.22615 • Published • 49 -
Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model
Paper • 2601.15892 • Published • 53 -
LLaDA2.1: Speeding Up Text Diffusion via Token Editing
Paper • 2602.08676 • Published • 66