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liranringel/ddtree

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DDTree

Official implementation of DDTree (Diffusion Draft Tree) from Accelerating Speculative Decoding with Block Diffusion Draft Trees.

Liran Ringel, Yaniv Romano

🌐 Project Page | πŸ“„ Paper

Setup

This codebase is intended for a CUDA-enabled PyTorch environment.

pip install -r requirements.txt

Run Experiments

bash run_benchmark.sh

This produces benchmark outputs in runs/ and logs in logs/.

Reproduce Paper Artifacts

Generate the plots:

python3 plot_results.py

Generate the LaTeX table:

python3 make_latex_table.py

Citation

@article{ringel2026ddtree,
 title={Accelerating Speculative Decoding with Block Diffusion Draft Trees},
 author={Ringel, Liran and Romano, Yaniv},
 journal={arXiv preprint arXiv:2604.12989},
 year={2026}
}

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