Budgie-500m / benchmark.json
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Release strongest verified-math-a025 after full-split validation
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{
"date": "2026-08-25",
"type": "controlled regression samples; not a full official leaderboard run",
"seed": 20260819,
"decoding": {
"method": "greedy",
"budgets": {
"gsm8k": 256,
"math500": 384,
"arc_challenge": 128,
"folio": 160
}
},
"models": {
"budgie": {
"repo": "Asilarkness/Budgie-500m",
"checkpoint": "verified-math-a025",
"source_repo": "Asilarkness/testgeniy",
"source_path": "candidates/budgie-alignment-v2/verified-math-a025",
"source_revision": "79aec5157c10e3f7e082823a6e9150482d740a91"
},
"previous_public": {
"repo": "Asilarkness/Budgie-500m",
"revision": "39c877f07ddc80aa975809a4d87c848372316caf"
},
"qwen3": {
"repo": "Qwen/Qwen3-0.6B",
"revision": "c1899de289a04d12100db370d81485cdf75e47ca",
"thinking": false
}
},
"datasets": {
"GSM8K": "openai/gsm8k main test, fixed n=30",
"MATH-500": "HuggingFaceH4/MATH-500 test, fixed n=15",
"ARC-Challenge": "allenai/ai2_arc ARC-Challenge test, fixed n=30",
"FOLIO": "tasksource/folio validation, fixed n=30",
"HelpSteer2-pairwise": "nvidia/HelpSteer2 validation, fixed n=200"
},
"previous_root_results": {
"GSM8K": {
"correct": 4,
"total": 30,
"score": 13.333333333333334
},
"MATH-500": {
"correct": 2,
"total": 15,
"score": 13.333333333333334
},
"ARC-Challenge": {
"correct": 8,
"total": 30,
"score": 26.666666666666668
},
"FOLIO": {
"correct": 11,
"total": 30,
"score": 36.666666666666664
},
"HelpSteer2-pairwise": {
"correct": 96,
"total": 200,
"score": 48.0
},
"Composite": {
"score": 27.6
}
},
"results": {
"budgie": {
"GSM8K": {
"correct": 5,
"total": 30,
"score": 16.666666666666664
},
"MATH-500": {
"correct": 3,
"total": 15,
"score": 20.0
},
"ARC-Challenge": {
"correct": 11,
"total": 30,
"score": 36.666666666666664
},
"FOLIO": {
"correct": 13,
"total": 30,
"score": 43.333333333333336
},
"HelpSteer2-pairwise": {
"correct": 97,
"total": 200,
"score": 48.5
},
"Composite": {
"score": 33.03333333333333
}
},
"qwen3": {
"GSM8K": {
"correct": 14,
"total": 30,
"score": 46.666666666666664
},
"MATH-500": {
"correct": 2,
"total": 15,
"score": 13.333333333333334
},
"ARC-Challenge": {
"correct": 19,
"total": 30,
"score": 63.333333333333336
},
"FOLIO": {
"correct": 13,
"total": 30,
"score": 43.333333333333336
},
"HelpSteer2-pairwise": {
"correct": 100,
"total": 200,
"score": 50.0
},
"Composite": {
"score": 43.33333333333333
}
}
},
"expanded_disjoint_gate": {
"seed": 20260908,
"split": "disjoint expanded gate; excludes every row in the original controlled gate",
"results": {
"GSM8K": {
"total": 80,
"previous_correct": 9,
"previous_score": 11.25,
"current_correct": 24,
"current_score": 30.0
},
"MATH-500": {
"total": 50,
"previous_correct": 10,
"previous_score": 20.0,
"current_correct": 10,
"current_score": 20.0
},
"ARC-Challenge": {
"total": 80,
"previous_correct": 16,
"previous_score": 20.0,
"current_correct": 25,
"current_score": 31.25
},
"FOLIO": {
"total": 100,
"previous_correct": 31,
"previous_score": 31.0,
"current_correct": 36,
"current_score": 36.0
},
"HelpSteer2-pairwise": {
"total": 373,
"previous_correct": 166,
"previous_score": 44.50402144772118,
"current_correct": 169,
"current_score": 45.30831099195711
},
"Composite": {
"previous_score": 25.35080428954424,
"current_score": 32.51166219839142,
"delta": 7.160857908847185
}
},
"paired_bootstrap": {
"samples": 30000,
"current_composite_95": [
28.34289544235925,
36.82319034852547
],
"delta_95": [
2.5861930294906132,
11.725335120643432
],
"probability_delta_positive": 99.86333333333333
}
},
"training_disclosure": {
"no_fixed_test_or_validation_row_used_for_training": true,
"decontamination": "normalized exact matching, long containment checks, deduplication, and shared 12-token-window filtering against fixed development/final gates",
"legacy_training_split_sources": [
"GSM8K train",
"ARC-Challenge train",
"Hendrycks MATH train",
"ProofWriter train"
],
"other_sources": [
"NuminaMath-CoT",
"Bespoke-Stratos-17k",
"SmolTalk / Smol-SmolTalk",
"Qwen3.8-27B synthetic and distilled answers",
"random verified mathematics"
],
"note": "This retained checkpoint predates the stricter benchmark-evaluation-only policy now used for future work. Training-split use is disclosed here; no reported held-out row was used for training."
},
"full_split_comparison": {
"date": "2026-08-26",
"type": "complete-split controlled comparison; not an official leaderboard submission",
"models": {
"old_public": {
"repo": "Asilarkness/Budgie-500m",
"revision": "39c877f07ddc80aa975809a4d87c848372316caf",
"weight_sha256": "10845d227ea7ea50d14757df426e5265820c6fe1d48741b0c38b4fc23bd2381e"
},
"current_leader": {
"repo": "Asilarkness/Budgie-500m",
"weights_revision": "34f0d09538dcca578ea672ba717e8e9f2672021f",
"checkpoint": "ba2_vmath_a025 / verified-math-a025",
"weight_sha256": "7404de2c08df968f41800d1362704a0ad4106ea0116cd0cd4b1709612a2a66be"
}
},
"datasets": {
"gsm8k": {
"repo": "openai/gsm8k",
"config": "main",
"split": "test",
"n": 1319
},
"math500": {
"repo": "HuggingFaceH4/MATH-500",
"split": "test",
"n": 500
},
"arc_challenge": {
"repo": "allenai/ai2_arc",
"config": "ARC-Challenge",
"split": "test",
"n": 1172
},
"folio": {
"repo": "tasksource/folio",
"split": "validation",
"n": 203
},
"helpsteer2": {
"repo": "nvidia/HelpSteer2",
"split": "validation",
"paired_non_tied_rows": 373,
"note": "Reused complete 373-pair evaluation already computed for these exact revisions."
}
},
"protocol": {
"prompts": "same user-only task prompts for both models",
"decoding": "greedy",
"budgets": {
"gsm8k": 256,
"math500": 384,
"arc_challenge": 128,
"folio": 160
},
"scoring": {
"gsm8k": "final numeric answer exact match",
"math500": "math_verify symbolic equivalence against reference solution, main thread",
"arc_challenge": "final option label; handles letter and numeric label variants",
"folio": "final True/False/Uncertain exact label",
"helpsteer2": "lower assistant-answer NLL on human-preferred response"
},
"batching": "Only prompts with identical tokenized input length were batched. No input padding. Each row was truncated manually at its first EOS. A two-prompt audit exactly matched sequential generation.",
"invalid_attempt": "An earlier unequal-length padded batch was detected as corrupt and discarded; none of those outputs enter this report."
},
"runtime": {
"torch": "2.11.0+cu130",
"transformers": "5.15.1",
"datasets": "5.0.0"
},
"results": {
"tasks": {
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"n": 1319,
"old_correct": 191,
"current_correct": 245,
"old_score": 0.14480667172100076,
"current_score": 0.18574677786201668,
"delta": 0.04094010614101592,
"improved": 143,
"worsened": 89,
"paired_binomial_p": 0.00047624975354938266
},
"math500": {
"n": 500,
"old_correct": 62,
"current_correct": 60,
"old_score": 0.124,
"current_score": 0.12,
"delta": -0.004,
"improved": 24,
"worsened": 26,
"paired_binomial_p": 0.887724827340783
},
"arc_challenge": {
"n": 1172,
"old_correct": 291,
"current_correct": 323,
"old_score": 0.24829351535836178,
"current_score": 0.27559726962457337,
"delta": 0.027303754266211604,
"improved": 246,
"worsened": 214,
"paired_binomial_p": 0.14827050225768382
},
"folio": {
"n": 203,
"old_correct": 63,
"current_correct": 72,
"old_score": 0.3103448275862069,
"current_score": 0.35467980295566504,
"delta": 0.04433497536945813,
"improved": 25,
"worsened": 16,
"paired_binomial_p": 0.21102359760880063
},
"helpsteer2": {
"n": 373,
"old_correct": 166,
"current_correct": 169,
"old_score": 0.4450402144772118,
"current_score": 0.45308310991957107,
"delta": 0.00804289544235925,
"improved": 9,
"worsened": 6,
"paired_binomial_p": 0.6072387695312499
}
},
"reasoning_macro_old": 0.20686125366639235,
"reasoning_macro_current": 0.23400596261056378,
"reasoning_delta": 0.027144708944171425,
"five_metric_composite_old": 0.25449704582855626,
"five_metric_composite_current": 0.2778213920723652,
"five_metric_delta": 0.02332434624380897,
"paired_bootstrap_delta_95": [
0.00678765357806182,
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],
"probability_delta_positive": 0.9978666666666667,
"bootstrap_samples": 30000
},
"artifact": "https://huggingface.co/Asilarkness/testgeniy/tree/main/candidates/budgie-alignment-v2/fullbench-old-vs-vmath25-v1"
}
}