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Download validation/paper2/ABLATION_RANKS.json from piotrwilam/AtlasOpenCoder: direct link, hf CLI and curl.
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https://huggingface.co/datasets/piotrwilam/AtlasOpenCoder/resolve/main/validation/paper2/ABLATION_RANKS.json
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hf download hf://datasets/piotrwilam/AtlasOpenCoder/validation/paper2/ABLATION_RANKS.json
-
curl -L -o ABLATION_RANKS.json https://huggingface.co/datasets/piotrwilam/AtlasOpenCoder/resolve/main/validation/paper2/ABLATION_RANKS.json
36.6 kB
{
"what": "A1.1b: the ablation read as a rank among the control masks",
"why": "the control is long-tailed at 83.9 B and 2,034 B -- SD ~2.2x its own mean and still rising at 200 masks -- so a control unit has no converged denominator there. A rank has none to converge.",
"definition": {
"rank_from_top": "1 + the number of random masks whose loss rise is at or above the carrier set's",
"exact_one_sided_p": "(1 + #{random >= carrier}) / (1 + n_masks)",
"floor": "the smallest p an n-mask control allows is 1/(n+1); at n = 320 that is 0.00312, just under Holm's first threshold of 0.05/16 = 0.003125, which is why 320 and not 200 were drawn",
"holm": "Holm-Bonferroni at alpha = 0.05 across the 16 constructs, separately at each reference",
"old_set": "the same rank for the 84 B carrier set removed at the end, against the SAME masks",
"mask_check": "the mean and SD recomputed from the FIRST 200 per-mask values are compared with the 23 Oct run's stored figures to within 1e-06; a mismatch means different masks and stops the read"
},
"fixed_before_computing": true,
"baseline_prefix": 200,
"mask_check": {
"pretrain_iter_0001000": {
"n_constructs_checked_against_23_oct": 16,
"n_constructs": 16
},
"pretrain_iter_0020000": {
"n_constructs_checked_against_23_oct": 16,
"n_constructs": 16
},
"pretrain_iter_0484865": {
"n_constructs_checked_against_23_oct": 16,
"n_constructs": 16
}
},
"per_reference": {
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"holm_first_threshold": 0.003125,
"floor_can_clear_holm": true,
"n_exceeding_every_mask": 2,
"constructs_exceeding_every_mask": [
"Lambda",
"Try"
],
"n_holm_significant": 2,
"constructs_holm_significant": [
"Lambda",
"Try"
],
"median_rank_from_top": 63.5,
"n_p_below_0.05_uncorrected": 3,
"old_set": null,
"per_construct": {
"AsyncFor": {
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"control_mean_nats": 0.07163348048495954,
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"n_random_below": 261,
"rank_from_top": 60,
"share_below": 0.815625,
"exact_one_sided_p": 0.18691588785046728,
"exceeds_every_mask": false,
"holm_significant": false
}
},
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}
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}
},
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}
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}
},
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}
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}
},
"Import": {
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}
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}
},
"NamedExpr": {
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}
},
"Try": {
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}
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},
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],
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],
"median_rank_from_top": 9.5,
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],
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},
"minutes": 7.145007451375326e-05,
"provenance": {
"inputs": [
"ablation_ranks/FULL_*.json"
],
"reference": null,
"battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad",
"code_commit": "d22522d",
"design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026"
},
"clause_for_paper2_4_3_and_paper1_4_8": "Taken one at a time against 320 random sets, 2 of 16 constructs exceed every random set at 4.19 B tokens, 8 at 84 B and 8 at the end, and 2, 8, 8 remain clear at 0.05 after a Holm correction; the floor of 1/321 is the resolution a 320-set control allows, and the paper's claim is the one over constructs."
}
{
"what": "A1.1b: the ablation read as a rank among the control masks",
"why": "the control is long-tailed at 83.9 B and 2,034 B -- SD ~2.2x its own mean and still rising at 200 masks -- so a control unit has no converged denominator there. A rank has none to converge.",
"definition": {
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"exact_one_sided_p": "(1 + #{random >= carrier}) / (1 + n_masks)",
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"holm": "Holm-Bonferroni at alpha = 0.05 across the 16 constructs, separately at each reference",
"old_set": "the same rank for the 84 B carrier set removed at the end, against the SAME masks",
"mask_check": "the mean and SD recomputed from the FIRST 200 per-mask values are compared with the 23 Oct run's stored figures to within 1e-06; a mismatch means different masks and stops the read"
},
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},
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"control_mean_nats": 0.08789726883731266,
"current": {
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