Papers2

#Parallel decoding

DIFFA-2: A Practical Diffusion Large Language Model for General Audio Understanding

Jiaming Zhou, Xuxin Cheng et al.Jan 30arXiv

DIFFA-2 is a new audio AI that listens to speech, sounds, and music and answers questions about them using a diffusion-style language model instead of the usual step-by-step (autoregressive) method.

#Diffusion language models#Audio understanding#Large audio language model

LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding

Beginner

Chenkai Xu, Yijie Jin et al.Dec 18arXiv

This paper speeds up diffusion language models (dLLMs) by changing the order in which they fill in missing words.

#Diffusion LLM#Parallel decoding#Token Filling Order