zkjzou/PI-OPSD

161 downloads in 30 days0 likesLast modified 20 Oct 2026View on Hugging Face

The checks could not identify a recognised licence ID in the dataset's metadata.

Declared licence: other, from the tagEvidence: README.md at b9b1da0
Licence name on the card: mixed-mit-apache-2.0-appworld-encrypted, link: https://huggingface.co/datasets/zkjzou/PI-OPSD/blob/main/LICENSES/README.mdEvidence: README.md at b9b1da0
Licence files: No licence file at the top level of the repositoryEvidence: file list at b9b1da0
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

Citation text from the card

@article{zou2026predicting,
  title         = {Predicting Privileged Information Effectiveness for On-Policy Self-Distillation},
  author        = {Zou, Kaijian and Penaloza, Emiliano and Rezaei, MohammadHossein and Gunjal, Anisha and Raghavendra, Mohit and Wang, Lu and He, Yunzhong and Mahmoud, Anas},
  journal       = {arXiv preprint arXiv:2610.22512},
  year          = {2026},
  eprint        = {2610.22512},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LG},
  url           = {https://arxiv.org/abs/2610.22512}
}

All datasets marked Unclear | JSON

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "zkjzou/PI-OPSD" })
signal: "unclear"
stated_licence: "other"
sources: 0