YijiaFan/UMM-Reflection-SFT-Data

313 downloads in 30 days3 likesLast modified 20 Oct 2026View on Hugging Face

The dataset card's licence name or licence section contains wording that suggests non-commercial, research-only or academic-only use restrictions.

Declared licence: other, from the tagEvidence: README.md at 4e536a1
Licence name on the card: umm-reflection-research-only, link: LICENSE.mdEvidence: README.md at 4e536a1
Licence files: LICENSE.md, detected as cc-by-nc-sa-4.0Evidence: LICENSE.md at 4e536a1
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.

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Citation text from the card

@article{ummreflection2026,
  title   = {Learning Native Reflection in Unified Models
             with Interleaved Reinforcement Learning},
  author  = {Fan, Yijia and Huang, Ziqi and Cai, Zhongang and Li, Yan and
             Wen, Zimo and Yin, Wanqi and Diao, Haiwen and Liu, Ziwei},
  journal = {arXiv preprint arXiv:2609.35767},
  year    = {2026}
}

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dataset_licence({ "id": "YijiaFan/UMM-Reflection-SFT-Data" })
signal: "restrictive"
stated_licence: "other"
sources: 0