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K1zE/BPM

BPM Training Prompts (mix-20k) arXiv:2607.22334 · Project page Prompt corpus behind every reported result in BPM (Byte-Prefix Marginalization), a cross-tokenizer on-policy distillation method. Prompt-only. Domain Rows Source Upstream license Mathematics 10,000 dapo-17k Apache-2.0 Code 10,000 taco:* Apache-2.0 Fields Field Type Notes prompt list of {role, content} Chat-format user turn label string Reference answer for mathematics;… See the full description on the dataset page: https://huggingface.co/datasets/K1zE/BPM.

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face
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BPM Training Prompts (mix-20k)

arXiv:2607.22334 · Project page

Prompt corpus behind every reported result in BPM (Byte-Prefix Marginalization), a cross-tokenizer on-policy distillation method. Prompt-only.

DomainRowsSourceUpstream license
Mathematics10,000dapo-17kApache-2.0
Code10,000taco:*Apache-2.0

Fields

FieldTypeNotes
promptlist of {role, content}Chat-format user turn
labelstringReference answer for mathematics; empty for code
domainstringmath or code
sourcestringe.g. dapo-17k, taco:codeforces
metadatadictrm_type (dapo / code_sandbox); code rows carry tests
difficultystringCode rows: EASY / MEDIUM / HARD
idx, has_starterint, boolFunction-signature code rows
python
from datasets import load_dataset
ds = load_dataset("K1zE/BPM", split="train")

Redistributed for research reproduction; items remain subject to their original sources' terms.

Citation

bibtex
@misc{wang2026crosstokenizeronpolicydistillationbyteprefix,
      title={Cross-Tokenizer On-Policy Distillation via Byte-Prefix Marginalization}, 
      author={Hao Wang and Kun Yuan and Wenlin Zhong and Minglei Zhang and Han Xiao and Ming Sun and Honggang Qi},
      year={2026},
      eprint={2607.22334},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2607.22334}, 
}