AtlasOpenCoder / validation /paper2 /ABLATION_STABLE.json
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AtlasOpenCoder v1: the battery, the artefacts and both papers' manifests
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{ "what": "the ablation effect with the control's spread shown to have settled", "definition": { "effect_nats": "the rise in loss at the construct's positions when its carrier set is zeroed, over the unablated baseline", "control": "size-matched random sets, drawn once at the largest mask count", "effect_control_units": "(effect - control mean) / control SD, SIGNED", "nested_prefixes": [ 50, 100, 200 ], "settle_criterion": "the control SD changes by < 5% when the mask count doubles", "also_reported": "the 84 B set removed at the end, under the SAME masks" }, "fixed_before_computing": true, "per_reference": { "pretrain_iter_0001000": { "tokens_b": 4.19, "n_constructs": 16, "median_loss_rise_nats": 0.1390074489264248, "median_control_mean_nats": 0.07696309440225975, "median_control_sd_nats": 0.07620258625252987, "median_effect_control_units": 0.7943581974474601, "median_old_set_control_units": null, "n_masks_reached": 200, "n_constructs_with_settled_control": 14, "per_construct": { 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{
"what": "the ablation effect with the control's spread shown to have settled",
"definition": {
"effect_nats": "the rise in loss at the construct's positions when its carrier set is zeroed, over the unablated baseline",
"control": "size-matched random sets, drawn once at the largest mask count",
"effect_control_units": "(effect - control mean) / control SD, SIGNED",
"nested_prefixes": [
50,
100,
200
],
"settle_criterion": "the control SD changes by < 5% when the mask count doubles",
"also_reported": "the 84 B set removed at the end, under the SAME masks"
},
"fixed_before_computing": true,
"per_reference": {
"pretrain_iter_0001000": {
"tokens_b": 4.19,
"n_constructs": 16,
"median_loss_rise_nats": 0.1390074489264248,
"median_control_mean_nats": 0.07696309440225975,
"median_control_sd_nats": 0.07620258625252987,
"median_effect_control_units": 0.7943581974474601,
"median_old_set_control_units": null,
"n_masks_reached": 200,
"n_constructs_with_settled_control": 14,
"per_construct": {
"AsyncFor": {
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"control_sd_nats": 0.07446927091857777,
"effect_control_units": 0.824138544832029,
"old_set_rise_nats": null,
"old_set_control_units": null,
"overlap_share": null,
"n_masks_reached": 200,
"control_sd_settled": true,
"control_stability": {
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"control_mean": 0.07697220053727741,
"control_sd": 0.07271919467741918,
"change_from_half": null
},
"100": {
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"control_mean": 0.07482252268866761,
"control_sd": 0.07387664654241856,
"change_from_half": 0.0159167310657635
},
"200": {
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"control_mean": 0.08038861264670599,
"control_sd": 0.07446927091857777,
"change_from_half": 0.00802180937948965
}
}
},
"AsyncWith": {
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"n_masks_reached": 200,
"control_sd_settled": true,
"control_stability": {
"50": {
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"control_mean": 0.03207577592191786,
"control_sd": 0.11337761071459246,
"change_from_half": null
},
"100": {
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"control_mean": 0.05815755771616331,
"control_sd": 0.11886184046594253,
"change_from_half": 0.04837136465289981
},
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"change_from_half": 0.029860944507283094
}
}
},
"DictComp": {
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"control_sd_settled": true,
"control_stability": {