medmcqa / split_manifest.json
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Add processed MedMCQA splits and SFT files
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{
"seed": 42,
"rng": "random.Random (Mersenne Twister, Python stdlib)",
"sampling_procedure": [
"Filter and deduplicate in original dataset order, keeping the first question_key.",
"Shuffle all filtered rows with Random(seed).",
"Training is the first 20000 shuffled rows.",
"MIA members are a Random.sample of 2000 positions inside training.",
"MIA non-members are a Random.sample of 2000 positions from the non-training rows.",
"Validation is a Random.sample of 200 positions from the still-unused rows."
],
"source": {
"dataset": "openlifescienceai/medmcqa",
"split": "train"
},
"prompt_template": "{question}\\nA. {opa}\\nB. {opb}\\nC. {opc}\\nD. {opd}\\nReturn the correct option letter.",
"reference_template": "{explanation}\\n{answer_letter}",
"english_word_pattern": "[A-Za-z]+(?:['’-][A-Za-z]+)*",
"question_key": "strip, collapse whitespace, casefold; original question is unchanged",
"answer_mapping": {
"0": "A",
"1": "B",
"2": "C",
"3": "D"
},
"filter_stats": {
"raw_train": 182822,
"dropped_missing": 21953,
"dropped_not_single_answer": 54499,
"dropped_short_explanation": 21939,
"dropped_duplicate_question": 28,
"duplicate_question_groups": 28,
"filtered": 84403,
"dropped_duplicate_id": 0
},
"split_counts": {
"filtered": 84403,
"train": 20000,
"mia_member": 2000,
"mia_nonmember": 2000,
"validation": 200,
"unused": 62203
},
"verification": {
"sizes": {
"train": 20000,
"mia_member": 2000,
"mia_nonmember": 2000,
"validation": 200
},
"normalized_question_overlaps": {
"train_x_mia_nonmember": 0,
"train_x_validation": 0,
"mia_nonmember_x_validation": 0,
"mia_member_x_mia_nonmember": 0,
"mia_member_x_validation": 0
},
"member_subset_of_train": true,
"unique_question_keys": {
"train": 20000,
"mia_member": 2000,
"mia_nonmember": 2000,
"validation": 200
},
"parquet_rows": 84403,
"parquet_split_counts": {
"train": 20000,
"unused": 62203,
"mia_nonmember": 2000,
"validation": 200
}
},
"files": {
"medmcqa_filtered.parquet": {
"path": "/home/luoh6/luoh4/LiSA/medmcqa_processed/medmcqa_filtered.parquet",
"sha256": "87c3adeb51d3eae144ec229490855b3b9e92222dcd577efab575690466b4a868"
},
"train_20000.jsonl": {
"path": "/home/luoh6/luoh4/LiSA/medmcqa_processed/train_20000.jsonl",
"sha256": "6aac76f589217f4e6f048b6b747014c2a3df3e6a74d1c5c84bf6a9707a64404c"
},
"mia_members_2000.jsonl": {
"path": "/home/luoh6/luoh4/LiSA/medmcqa_processed/mia_members_2000.jsonl",
"sha256": "5eafbb71983b2ed58be5d200aab8add7acb735811b4e178b33db5eca1ca052ba"
},
"mia_nonmembers_2000.jsonl": {
"path": "/home/luoh6/luoh4/LiSA/medmcqa_processed/mia_nonmembers_2000.jsonl",
"sha256": "dd7b600668e08fd439240b0de2699c0c10bba9d0d9d50501ed6610323b1bf7c9"
},
"validation_200.jsonl": {
"path": "/home/luoh6/luoh4/LiSA/medmcqa_processed/validation_200.jsonl",
"sha256": "31cfb2323781bd5f9126f342a3cf1a44658c42c02af2ee51f1f1893f95b20dd9"
}
}
}