Datasets:
Add files using upload-large-folder tool
Browse files- .gitattributes +4 -0
- README.md +53 -0
- data/finance.jsonl +3 -0
- data/if.jsonl +3 -0
- data/law.jsonl +3 -0
- data/medical.jsonl +0 -0
- data/tau2.jsonl +3 -0
.gitattributes
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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data/finance.jsonl filter=lfs diff=lfs merge=lfs -text
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data/if.jsonl filter=lfs diff=lfs merge=lfs -text
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data/law.jsonl filter=lfs diff=lfs merge=lfs -text
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data/tau2.jsonl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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language:
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- en
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task_categories:
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- text-generation
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tags:
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- mmopd
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configs:
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- config_name: medical
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data_files: data/medical.jsonl
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- config_name: law
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data_files: data/law.jsonl
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- config_name: finance
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data_files: data/finance.jsonl
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- config_name: if
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data_files: data/if.jsonl
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- config_name: tau2
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data_files: data/tau2.jsonl
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---
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# domain-mopd-data
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Prompts of the five domains for multi-teacher on-policy distillation (MOPD and IM-MOPD) of [No Pain, More Gain: Iterative Merging for Effective Multi-Teacher On-Policy Distillation](https://arxiv.org/abs/2609.34745) ([code](https://github.com/shkim0824/immopd)).
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| Subset | Rows | Content |
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|---|---|---|
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| `medical` | 8,384 | four- and five-option MedQA training prompts |
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| `law` | 31,654 | CaseHOLD and bar-exam prompts; the 91 prompts longer than 15,872 tokens are skipped during training, leaving 31,563 |
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| `finance` | 7,565 | the Finance RL prompts ([MMOPD/domain-rl-data](https://huggingface.co/datasets/MMOPD/domain-rl-data)) |
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| `if` | 11,728 | the IF RL prompts ([MMOPD/domain-rl-data](https://huggingface.co/datasets/MMOPD/domain-rl-data)) |
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| `tau2` | 31,718 | dialogue contexts from the retail, airline and telecom portions of `inclusionAI/AReaL-tau2-data`, each the prompt for the next assistant turn |
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## Format
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One JSON object per line.
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- `medical`, `law`, `finance`, `if`: `input` = user prompt, `output` = reference answer (answer letter / number; empty for `if`), `meta` = source information (for `if`: the verifiable instructions `instruction_id_list` and `kwargs`).
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- `tau2`: `prompt_text` = the dialogue context rendered with the Qwen3 chat template (tool schemas included), ending with the generation prompt of the next assistant turn; `sub_domain` = retail / airline / telecom.
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## Sources
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MedQA, CaseHOLD, [reglab/barexam_qa](https://huggingface.co/datasets/reglab/barexam_qa), FinQA, TAT-QA, nvidia/Nemotron-RL-Ultra-Training-Blends, inclusionAI/AReaL-tau2-data. Please follow the licenses of the source datasets.
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## Citation
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```bibtex
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@article{kim2026immopd,
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title = {No Pain, More Gain: Iterative Merging for Effective Multi-Teacher On-Policy Distillation},
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author = {Kim, Seonghyeon and Jang, Chaeyun and Lee, Noah and Kim, Boseop and Lee, Juho},
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journal = {arXiv preprint arXiv:2609.34745},
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year = {2026}
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}
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```
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data/finance.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:0e36475a87bb027e847f1f97d24e22928fca85bc1e96e9f17b39401e399a5bb6
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size 22917352
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data/if.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:0c92bf567282e09d3dc0e7a49d2a7654283745112e1a7c11c2b1904590726261
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size 11024227
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data/law.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:9ed4dca4aed5c805f7a4f69a4bf091d53aa2d1b1f03352fe9cd46aea60bc6e63
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size 69765060
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data/medical.jsonl
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data/tau2.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:07cc14e70aaa17fbc52ae69083cf4edc84c141f0e80d15f2ac0b32fe82a218a3
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size 946520787
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