AtlasOpenCoder / validation /paper1 /PROBE_TWO_ROLE.json
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AtlasOpenCoder v1: the battery, the artefacts and both papers' manifests
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{ "question": "two roles sharing one token at the read site: can a linear probe tell them apart, where A-against-B is trivial", "pairs": "For against the four comprehensions; If against IfExp", "controls": "ListComp/GeneratorExp is the floor (same role, shared token); For/While the ceiling (different role, no shared token)", "held_out_by": "core, eight folds", "hidden_units": "available for the seven two-role constructs, all of which are inside the 31 that carry per-prompt hidden vectors; `While` is not, so its control row is residual only", "rows": { "untrained|For|ListComp": { "pair": "For vs ListComp", "kind": "two roles, one token at the read site", "has_hidden_units": true, "n": 2880, "probes": { "resid_2240|For_verdict|L22": { "n_fit": 2880, "d": 2240, "folds": 8, "n_held_out_per_fold": [ 360, 360, 360, 360, 360, 360, 360, 360 ], "accuracy": 0.6972222222222222, "accuracy_per_fold": [ 0.6555555555555556, 0.6888888888888889, 0.7444444444444445, 0.6833333333333333, 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"pretrain_iter_0484865|ListComp|GeneratorExp": { "pair": "ListComp vs GeneratorExp", "kind": "control: same role, shared token", "has_hidden_units": true, "n": 2880, "probes": { "resid_2240|ListComp_verdict|L17": { "n_fit": 2880, "d": 2240, "folds": 8, "n_held_out_per_fold": [ 360, 360, 360, 360, 360, 360, 360, 360 ], "accuracy": 0.9909722222222221, "accuracy_per_fold": [ 0.9972222222222222, 1.0, 1.0, 1.0, 1.0, 0.9305555555555556, 1.0, 1.0 ], "auc": 0.999795524691358, "control_accuracy": 0.4888888888888889, "control_auc": 0.46683641975308643, "max_lbfgs_iterations": 11, "hit_the_iteration_cap": false }, "resid_2240|GeneratorExp_verdict|L16": { "n_fit": 2880, "d": 2240, "folds": 8, "n_held_out_per_fold": [ 360, 360, 360, 360, 360, 360, 360, 360 ], "accuracy": 0.9909722222222223, "accuracy_per_fold": [ 1.0, 1.0, 1.0, 1.0, 1.0, 0.9277777777777778, 1.0, 1.0 ], "auc": 0.999783950617284, "control_accuracy": 0.5, "control_auc": 0.5046830082532224, "max_lbfgs_iterations": 10, 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sha256 47f6a664\u2026" } }
{
"question": "two roles sharing one token at the read site: can a linear probe tell them apart, where A-against-B is trivial",
"pairs": "For against the four comprehensions; If against IfExp",
"controls": "ListComp/GeneratorExp is the floor (same role, shared token); For/While the ceiling (different role, no shared token)",
"held_out_by": "core, eight folds",
"hidden_units": "available for the seven two-role constructs, all of which are inside the 31 that carry per-prompt hidden vectors; `While` is not, so its control row is residual only",
"rows": {
"untrained|For|ListComp": {
"pair": "For vs ListComp",
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"n": 2880,
"probes": {
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360,
360,
360,
360,
360,
360,
360
],
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0.6833333333333333,
0.6944444444444444,
0.7,
0.6861111111111111,
0.725
],
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"control_auc": 0.4690895061728395,
"max_lbfgs_iterations": 42,
"hit_the_iteration_cap": false
},
"resid_2240|ListComp_verdict|L17": {
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"d": 2240,
"folds": 8,
"n_held_out_per_fold": [
360,
360,
360,
360,
360,
360,
360,
360
],
"accuracy": 0.6986111111111111,
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0.7166666666666667,
0.6861111111111111,
0.6944444444444444,
0.7111111111111111,
0.6916666666666667,
0.7611111111111111
],
"auc": 0.778125,
"control_accuracy": 0.49166666666666664,
"control_auc": 0.5074649933541466,
"max_lbfgs_iterations": 41,
"hit_the_iteration_cap": false
},
"hidden_6144|For_verdict|L22": {
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"d": 6144,
"folds": 8,
"n_held_out_per_fold": [
360,
360,
360,
360,
360,
360,
360,
360
],
"accuracy": 0.6038194444444445,
"accuracy_per_fold": [
0.575,
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0.5805555555555556,
0.5916666666666667,
0.5944444444444444,
0.6527777777777778,
0.6444444444444445
],