AtlasOpenCoder / validation /paper2 /CEILINGS.json
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AtlasOpenCoder v1: the battery, the artefacts and both papers' manifests
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{ "what": "the excess's ceiling at each start point: twin agreement minus chance, both measured at that start point", "why": "a single ceiling hides that both terms move over training", "chance": { "5pct_set": "0.05, two independent 5% sets", "graded": "the median cosine (and Spearman) between 30 DIFFERENT constructs at the same reference", "bands": "the band's own size over 147,456 at that reference" }, "per_reference": { "pretrain_iter_0001000": { "iter": 1000, "tokens_b": 4.194304, "carrier5": { "twin_agreement": 0.8436186084361861, "chance": 0.05, "ceiling": 0.793618608436186, "n": 169 }, "cosine": { "twin_agreement": 0.9760815448271933, "chance": 0.24319577830704844, "ceiling": 0.7328857665201449, "n_constructs": 30, "n_chance_pairs": 435 }, "spearman": { "twin_agreement": 0.9560725061187342, "chance": 0.23600749059801204, "ceiling": 0.7200650155207221, "n_constructs": 30, "n_chance_pairs": 435 }, "q1pct": { "twin_agreement": 0.8264406779661017, "chance": 0.010002983940972222, 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"cosine_summary": { "ceiling_first": 0.7328857665201449, "ceiling_last": 0.86964889141868, "ceiling_min": 0.7328857665201449, "ceiling_max": 0.8791059399121823, "twin_agreement_first": 0.9760815448271933, "twin_agreement_last": 0.979542007836701, "chance_first": 0.24319577830704844, "chance_last": 0.10989311641802096 }, "spearman_summary": { "ceiling_first": 0.7200650155207221, "ceiling_last": 0.8452172066507699, "ceiling_min": 0.7200650155207221, "ceiling_max": 0.8675370251259742, "twin_agreement_first": 0.9560725061187342, "twin_agreement_last": 0.9668834563837092, "chance_first": 0.23600749059801204, "chance_last": 0.1216662497329393 }, "minutes": 0.531312867005666, "provenance": { "inputs": [ "validation/carriers/*.npz", "validation/paper2/b14/<c>.npz", "the local concept store" ], "reference": null, "battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad", "code_commit": "3325b25", "design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026" } }
{
"what": "the excess's ceiling at each start point: twin agreement minus chance, both measured at that start point",
"why": "a single ceiling hides that both terms move over training",
"chance": {
"5pct_set": "0.05, two independent 5% sets",
"graded": "the median cosine (and Spearman) between 30 DIFFERENT constructs at the same reference",
"bands": "the band's own size over 147,456 at that reference"
},
"per_reference": {
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},
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},
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