Teen-Different/grpo-oumi-synthetic-document-claims

Dataset Card for GRPO Oumi ANLI Subset

Dataset

This dataset is a reformatted version of the oumi-ai/oumi-synthetic-document-claims dataset, specifically structured for use with the GRPO trainer. You can find more detailed information about the original dataset at the provided link.

Link: https://huggingface.co/datasets/oumi-ai/oumi-synthetic-document-claims

Dataset Structure

The dataset consists of a list of dictionaries, where each dictionary represents a single data instance with a prompt and a completion field.

Data Fields:

• prompt: A string containing the context documents (split into sentences with <|sN|> tags) and the user's request, enclosed in specific tokens (<|context|>...</end||context>, <|request|>...</end||request>).
• completion: A string containing the model's expected response, including the claim(s) (<|rN|>...</end||r>), subclaims (<|subclaims|>...</end||subclaims>), citation markers (<|cite|>...</end||cite>), explanations (<|explain|>...</end||explain>), and support status (<|supported|> or <|unsupported|>).

Data Instance Example:

{
  "prompt": "<|context|><|s1|><Salad Days: \"A Decade of Punk in Washington, DC (1980-90)\" is a documentary written and directed by Scott Crawford.><end||s><|s2|><Released on December 19, 2014, the Kickstarter-funded film features early pioneers of the Washington, DC hardcore punk music scene over a decade (1980-1990) including Minor Threat, Fugazi, Bad Brains, Government Issue, Youth Brigade, Teen Idles, Rites of Spring, and others.><end||s><end||context><|request|><Make one or more claims about information in the documents.><end||request><|response|><|r1|><Decade of Punk was Crawford's first film><end||r><end||response>",
  "completion": "<|r1|><Decade of Punk was Crawford's first film><|subclaims|><Scott Crawford directed Decade of Punk.><Decade of Punk was the first film Scott Crawford directed.><end||subclaims><|cite|><|s1|><end||cite><|explain|><While the document mentions Scott Crawford as the writer and director of the documentary, it does not provide information about whether this was his first film.><end||explain><|unsupported|><end||r>"
}

Citation Information:

If you use this GRPO dataset, please cite both this version and the original Oumi dataset:

@misc{grpoOumiANLISubset_TeenDifferent_2025,
  author = {Tarun Reddi and Teen Different},
  title = {GRPO Oumi ANLI Subset},
  month = {April},
  year = {2025},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/TEEN-D/grpo-oumi-anli-subset}
}

@misc{oumiSyntheticDocumentClaims,
  author = {Jeremiah Greer},
  title = {Oumi Synthetic Document Claims},
  month = {March},
  year = {2025},
  url = {https://huggingface.co/datasets/oumi-ai/oumi-synthetic-document-claims}
}

@software{oumi2025,
  author = {Oumi Community},
  title = {Oumi: an Open, End-to-end Platform for Building Large Foundation Models},
  month = {January},
  year = {2025},
  url = {https://github.com/oumi-ai/oumi}
}