Add v3 evaluation artifact V3_FINAL_DECISION.json
Browse files
candidates/budgie-alignment-v2/reasoning-sft-then-rl-v3/recovery/V3_FINAL_DECISION.json
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{
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"date": "2026-08-26",
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"stage": "reasoning SFT then RL v3",
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"status": "Stage A rejected; Stage B RL not started; leader unchanged",
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"base": "verified-math-a025",
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"data": {
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"scanned": 5251,
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"verified_pool": 1600,
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"train": 800,
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"dev": 208,
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"difficulty_train": {
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"medium": 511,
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"hard": 289
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},
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"sources_train": {
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"olympiads": 357,
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"aops_forum": 225,
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"cn_contest": 154,
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"amc_aime": 32,
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"inequalities": 19,
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"olympiads_ref": 10,
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"number_theory": 3
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},
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"problem_types_train": {
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"Number Theory": 179,
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"Algebra": 228,
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"Geometry": 193,
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"Combinatorics": 119,
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"Calculus": 19,
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"Logic and Puzzles": 29,
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"Other": 11,
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"Inequalities": 22
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},
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"rejections": {
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"verify": 2910,
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"length": 740
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},
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"benchmark_family_rows": 0,
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"decontamination": "normalized exact + shared fixed-gate 12-token windows + source bans",
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"verification": "math_verify(reference solution, answer)",
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"seconds": 69.16955494880676,
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"difficulty_dev": {
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"hard": 78,
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"medium": 130
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}
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},
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"encoding": {
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"raw_records": 926,
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"encoded": 908,
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"math": 800,
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"info": 108,
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"mean_tokens": 576.6332599118942,
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"mean_response_tokens": 441.8458149779736,
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"max_tokens": 1536,
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"seconds": 14.342991828918457
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},
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"training": {
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"method": "one-epoch long verified reasoning SFT with sampled-action leader KL",
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"base": "verified-math-a025",
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"encoded_rows": 908,
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"math_rows": 800,
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"info_rows": 108,
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"updates": 227,
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"grad_accum": 4,
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"peak_lr": 3e-07,
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"kl_beta": 0.12,
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"max_length": 1536,
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| 68 |
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"source_path": "/marimo/budgie_information_rl_v1/v3_reasoning_sft_source.pt",
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"parameter_count_change": 0,
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"benchmark_family_rows": 0
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},
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"results": {
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"information_dev": {
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"leader": "3/21, loops 0",
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"alpha_0_005": "4/21, loops 0",
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"smaller_alphas": "3/21"
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},
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"random_verified_math_dev_32": {
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"leader": "1/32",
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"alpha_0_005": "1/32"
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},
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"fixed_reasoning": {
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"leader": {
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"gsm": "5/30",
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"math": "3/15",
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"arc": "11/30",
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"folio": "13/30"
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},
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"alpha_0_005": {
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"gsm": "4/30",
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"math": "2/15",
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"arc": "11/30",
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"folio": "13/30"
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}
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}
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},
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"decision": "Reject reasoning SFT Stage A because the only alpha with an information-management gain regresses fixed GSM and MATH. Do not run follow-on RL. Smaller alphas have no held-out information gain. Keep verified-math-a025.",
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"parameter_count_change": 0,
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"benchmark_family_rows": 0,
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"public_root_changed": false
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}
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