LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding

Chenkai Xu, Yijie Jin, Jiajun Li +8

Diffusion Large Language Models (dLLMs) have demonstrated significant potential for high-speed inference. However, current confidence-driven decoding strategies are constrained by…