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Download validation/paper1/SCOPE_OVERLAP.json from piotrwilam/AtlasOpenCoder: direct link, hf CLI and curl.
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https://huggingface.co/datasets/piotrwilam/AtlasOpenCoder/resolve/main/validation/paper1/SCOPE_OVERLAP.json
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hf download hf://datasets/piotrwilam/AtlasOpenCoder/validation/paper1/SCOPE_OVERLAP.json
-
curl -L -o SCOPE_OVERLAP.json https://huggingface.co/datasets/piotrwilam/AtlasOpenCoder/resolve/main/validation/paper1/SCOPE_OVERLAP.json
65.5 kB
{
"question": "one role, two tokens: the indented `\u2581for` against the module-level `for` (piece id 2461)",
"space": "product (24 x 6144), standardised against the C yardstick as stored",
"overlap_convention": "primary = |intersection| / K with K = 7,373 (the programme's convention, in which the twin ceiling band is 0.57-0.64); Jaccard beside",
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"module": [
"module"
],
"indented": [
"function",
"method"
]
},
"source": "the record's `hs|` per-scope accumulators, read from the dataset (A50)",
"rows": {
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},
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},
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"twin1|indented": {
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},
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},
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},
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}
},
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},
"twin2": {
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}
},
"between_scope_cross_twin": {
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},
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},
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},
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},
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"share_of_ceiling": {
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"twin2": 0.3751661006939318,
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}
}
},
"skipped": {},
"reconstruction_check": {
"pretrain_iter_0484865": {
"construct": "For",
"twin": "twin1",
"max_abs_difference": 0.00067778694265197,
"max_abs_value": 3.4610732905566692,
"relative": 0.00019583143312835096,
"tolerance_relative": 0.002,
"tolerance_is": "the float16 resolution of the stored means, not an arbitrary cut",
"verdict": "reproduced"
},
"pretrain_iter_0001000": {
"construct": "For",
"twin": "twin1",
"max_abs_difference": 0.0004962170605993244,
"max_abs_value": 3.0779873674036935,
"relative": 0.00016121478140369605,
"tolerance_relative": 0.002,
"tolerance_is": "the float16 resolution of the stored means, not an arbitrary cut",
"verdict": "reproduced"
}
},
"acceptance": {
"n_per_scope": "240 module and 480 indented A prompts at every construct and reference, as the design states; B is 206-292 module and 428-514 indented, since B's prompts are drawn per subtype",
"module_profile_from_module_cells_only": "every accumulator read is checked for its scope key and keys of other scopes are counted as refused (keys_refused_other_scope_*)",
"ceiling_band": "the design asks for 0.57-0.64. That band is the PILOT's, as the draft's own Section 4 says ('for `for` at layer 22 on the pilot'). The battery's own band for `For` in the product space is 0.8717-0.9060 over the 35 trained pretraining references (0.2934 untrained), and B3 reports 0.8717 at 0484865 from the derived tree. B4's per-scope ceilings, 0.8367 module and 0.8501 indented, sit just below the whole-construct value, which is what a third and two thirds of the prompts should give. The two routes were checked against each other: the unscoped `h|` accumulator route gives ceiling 0.8717 and sparsity 0.5054 for `For` at 0484865, the derived tree gives 0.8717 and 0.5054."
},
"provenance": {
"inputs": [
"record/pretrain_iter_0484865/twin{1,2}__{c}_{A,B}_acc.npz",
"record/pretrain_iter_0001000/twin{1,2}__{c}_{A,B}_acc.npz"
],
"reference": "pretrain_iter_0484865",
"battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad",
"code_commit": "c9fa313",
"design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026"
}
}
{
"question": "one role, two tokens: the indented `\u2581for` against the module-level `for` (piece id 2461)",
"space": "product (24 x 6144), standardised against the C yardstick as stored",
"overlap_convention": "primary = |intersection| / K with K = 7,373 (the programme's convention, in which the twin ceiling band is 0.57-0.64); Jaccard beside",
"scope_groups": {
"module": [
"module"
],
"indented": [
"function",
"method"
]
},
"source": "the record's `hs|` per-scope accumulators, read from the dataset (A50)",
"rows": {
"pretrain_iter_0484865|For": {
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"prompts_B": 219,
"keys_read_A": 888,
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},
"twin1|indented": {
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"keys_read_B": 3552,
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},
"twin2|module": {
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"keys_read_A": 864,
"keys_refused_other_scope_A": 1488,
"keys_read_B": 1872,
"keys_refused_other_scope_B": 3384
},
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"keys_read_A": 1488,
"keys_refused_other_scope_A": 864,
"keys_read_B": 3384,
"keys_refused_other_scope_B": 1872
}
},
"ceiling_within_scope_across_twins": {
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"jaccard": 0.7192491547161012,
"n_common": 6169
},
"indented": {
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"jaccard": 0.7393253125737203,
"n_common": 6268
}
},
"between_scope_within_twin": {
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},
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"n_common": 3703
}
},
"between_scope_cross_twin": {
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},
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"jaccard": 0.33460041632726945,
"n_common": 3697
}
},
"cosine_between_scopes": {
"twin1": 0.7789910782494789,
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},
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},
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"twin2|module": 10.479219868072326,