clean-math-sft-pool / summary.json
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Publish reproducible Stage 1 math SFT pool and audit reports
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{
"counts": {
"math": {
"loaded": 7500,
"verifiable": 6369,
"deduplicated": 5793,
"decontaminated": 5787,
"rl_disjoint": 4272
},
"numina": {
"loaded": 896215,
"verifiable": 420130,
"deduplicated": 380086,
"decontaminated": 380063,
"rl_disjoint": 376612
},
"s1": {
"loaded": 1000,
"verifiable": 502,
"deduplicated": 175,
"decontaminated": 174,
"rl_disjoint": 59
}
},
"removals_primary_reason": {
"math": {
"verifiable": {
"unparseable_or_nonscalar_gold": 605,
"multipart_heuristic": 204,
"multiple_choice": 319,
"missing_gold": 2,
"proof_heuristic": 1
},
"deduplicated": {
"conflicting_answer_cluster": 572,
"duplicate": 4
},
"decontaminated": {
"eval_overlap": 6
},
"rl_disjoint": {
"rl_overlap": 1515
}
},
"numina": {
"verifiable": {
"multipart_heuristic": 83193,
"dataset_invalid": 59169,
"proof_label": 97873,
"unparseable_or_nonscalar_gold": 168404,
"proof_heuristic": 11141,
"multiple_choice": 31050,
"missing_gold": 19381,
"empty_problem": 2,
"excluded_sub_source": 5872
},
"deduplicated": {
"conflicting_answer_cluster": 20504,
"duplicate": 19540
},
"decontaminated": {
"eval_overlap": 23
},
"rl_disjoint": {
"rl_overlap": 3451
}
},
"s1": {
"verifiable": {
"proof_heuristic": 102,
"multipart_heuristic": 56,
"s1_nonmath_or_unconfirmed_domain": 265,
"unparseable_or_nonscalar_gold": 53,
"multiple_choice": 22
},
"deduplicated": {
"duplicate": 269,
"conflicting_answer_cluster": 58
},
"decontaminated": {
"eval_overlap": 1
},
"rl_disjoint": {
"rl_overlap": 115
}
}
},
"s1_by_type": {
"math | AI-MO/NuminaMath-CoT/aops_forum": {
"math_kept": 271,
"verifiable_dropped": 166,
"verifiable_kept": 105
},
"math | qq8933/AIME_1983_2024": {
"math_kept": 287,
"verifiable_dropped": 16,
"verifiable_kept": 271
},
"math | KbsdJames/Omni-MATH": {
"math_kept": 71,
"verifiable_dropped": 26,
"verifiable_kept": 45
},
"math | TIGER-Lab/TheoremQA/float": {
"math_dropped": 25,
"verifiable_dropped": 25
},
"math | daman1209arora/jeebench/phy": {
"math_dropped": 18,
"verifiable_dropped": 18
},
"math | qfq/openaimath/Algebra": {
"math_kept": 3,
"verifiable_kept": 2,
"verifiable_dropped": 1
},
"math | Hothan/OlympiadBench/Open-ended/Physics": {
"math_dropped": 74,
"verifiable_dropped": 74
},
"science | Idavidrein/gpqa": {
"math_dropped": 88,
"verifiable_dropped": 88
},
"math | Hothan/OlympiadBench/Theorem proof/Math": {
"math_dropped": 2,
"verifiable_dropped": 2
},
"science | daman1209arora/jeebench/chem": {
"math_dropped": 11,
"verifiable_dropped": 11
},
"math | qfq/openaimath/Precalculus": {
"math_kept": 30,
"verifiable_kept": 23,
"verifiable_dropped": 7
},
"math | TIGER-Lab/TheoremQA/bool": {
"math_dropped": 5,
"verifiable_dropped": 5
},
"math | qfq/openaimath/Intermediate Algebra": {
"math_kept": 32,
"verifiable_kept": 31,
"verifiable_dropped": 1
},
"math | qfq/openaimath/Geometry": {
"math_kept": 8,
"verifiable_kept": 8
},
"crossword | 0xharib/xword1": {
"math_dropped": 15,
"verifiable_dropped": 15
},
"math | TIGER-Lab/TheoremQA/list of integer": {
"math_dropped": 1,
"verifiable_dropped": 1
},
"math | TIGER-Lab/TheoremQA/integer": {
"math_dropped": 10,
"verifiable_dropped": 10
},
"math | baber/agieval/aqua_rat": {
"math_dropped": 2,
"verifiable_dropped": 2
},
"math | GAIR/OlympicArena/Math": {
"math_kept": 3,
"verifiable_kept": 2,
"verifiable_dropped": 1
},
"science | GAIR/OlympicArena/Astronomy": {
"math_dropped": 4,
"verifiable_dropped": 4
},
"math | AI-MO/NuminaMath-CoT/olympiads": {
"math_kept": 3,
"verifiable_dropped": 2,
"verifiable_kept": 1
},
"math | baber/agieval/math_agieval": {
"math_kept": 1,
"verifiable_dropped": 1
},
"math | qfq/openaimath/Number Theory": {
"math_kept": 8,
"verifiable_kept": 7,
"verifiable_dropped": 1
},
"math | qfq/openaimath/Prealgebra": {
"math_kept": 2,
"verifiable_kept": 2
},
"math | qfq/quant": {
"math_kept": 1,
"verifiable_dropped": 1
},
"math | daman1209arora/jeebench/math": {
"math_kept": 9,
"verifiable_dropped": 7,
"verifiable_kept": 2
},
"math | AI-MO/NuminaMath-CoT/cn_k12": {
"math_kept": 1,
"verifiable_kept": 1
},
"science | OpenDFM/SciEval/chemistry/filling/reagent selection": {
"math_dropped": 3,
"verifiable_dropped": 3
},
"math | qfq/openaimath/Counting & Probability": {
"math_kept": 2,
"verifiable_kept": 2
},
"math | qfq/stats_qual": {
"math_kept": 3,
"verifiable_dropped": 3
},
"science | GAIR/OlympicArena/Chemistry": {
"math_dropped": 1,
"verifiable_dropped": 1
},
"math | Hothan/OlympiadBench/Theorem proof/Physics": {
"math_dropped": 3,
"verifiable_dropped": 3
},
"math | TIGER-Lab/TheoremQA/list of float": {
"math_dropped": 2,
"verifiable_dropped": 2
},
"science | GAIR/OlympicArena/Physics": {
"math_dropped": 1,
"verifiable_dropped": 1
}
},
"counting": "One primary reason per removed row; all reasons in removed.jsonl",
"near_miss_counts": {
"eval": 444,
"rl": 8919
}
}