Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Paper
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2505.22618
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Published
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43
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 • 62 -
Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction
Paper • 2508.02558 • Published • 10 -
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference
Paper • 2508.02193 • Published • 130 -
Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models
Paper • 2508.09138 • Published • 36 -
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 • 23 -
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 • 15