This repository is for our paper:

dVoting: Fast Voting for dLLMs
Sicheng Feng¹, Zigeng Chen¹, Xinyin Ma¹, Gongfan Fang¹, Xinchao Wang^1,*
1National University of Singapore, Singapore
^∗Corresponding author: xinchao@nus.edu.sg

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• 2026-01-26: 🚀 We release code for dVoting!

If you face any issues with the installation, please feel free to open an issue. We will try our best to help you.

pip install -r requirements.txt

You can download GSM8K & MATH500 & GPQA & ARC-C & MMLU / LLaDA-8B-Instruct & GSAI-ML/LLaDA-1.5 & Dream-org/Dream-v0-Instruct-7B for evaluation by directly running the scripts or from HuggingFace.

We follow simple-evals to evaluate our method on the benchmarks. We provide some scripts to facilitate the evaluation.

# baseline (majority voting or HEX)
bash scripts/run_baseline.sh # llada / llada1.5
bash scripts/run_baseline_dream.sh # dream

# dVoting
bash scripts/run_dvoting.sh # llada / llada1.5
bash scripts/run_dvoting_dream.sh # dream

We thank the authors of LLaDA, Dream, dKV-Cache, simple-evals for open-sourcing their codebases.

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