[QA] Accelerating Diffusion LLMs via Adaptive Parallel Decoding

The paper introduces adaptive parallel decoding (APD), enhancing diffusion large language models' speed by dynamically adjusting token sampling, improving throughput while maintaining quality compared to autoregressive models.

https://arxiv.org/abs//2506.00413

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