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.gitattributes CHANGED
@@ -58,3 +58,7 @@ saved_model/**/* 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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  # 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
README.md ADDED
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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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+
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+ # domain-mopd-data
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+
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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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+
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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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+
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+ ## Format
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+
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+ One JSON object per line.
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+
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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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+
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+ ## Sources
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+
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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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+
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+ ## Citation
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+
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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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