Likithp/v11_0.5B_fixed_s42
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Model: Likithp/v11_0.5B_fixed_s42
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2026-07-17 21:37:02 +08:00
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{
"name": "cs11_fixed_v1",
"version": "1.0",
"seed": 42,
"n_inner_aliases": 18,
"n_t1": 7,
"n_t2": 11,
"n_inner_tables": 18,
"n_outer_aliases": 8,
"train_total": 84240,
"val_total": 9720,
"examples_per_alias_train": 4680,
"examples_per_alias_val": 540,
"sql_variants": [
"v1_IN",
"v2_EXISTS",
"v3_aggregate"
],
"key_design_change": "All inner table names are lexically disjoint from their concept words. This prevents induction-head copying of the table name as a shortcut to produce the concept intermediate at L21. If Phase 1 (concept word at L21) still appears in the trained model, it reflects genuine weight-level semantic routing, not in-context copying.",
"non_lexicality_verified": true,
"concept_word_map": {
"emp": [
"employ",
"staff",
"worker"
],
"cst": [
"customer",
"client",
"buyer"
],
"inv": [
"invoice",
"bill",
"charge"
],
"spl": [
"supplier",
"vendor",
"provider"
],
"shp": [
"shipment",
"delivery",
"parcel"
],
"txn": [
"transaction",
"transfer",
"payment"
],
"act": [
"account",
"ledger",
"balance"
],
"ord": [
"order",
"purchase",
"fulfillment"
],
"prd": [
"product",
"item",
"good"
],
"brc": [
"branch",
"location",
"site"
],
"prj": [
"project",
"initiative",
"program"
],
"rgn": [
"region",
"territory",
"zone"
],
"tsk": [
"task",
"workitem",
"action"
],
"dpt": [
"department",
"division",
"unit"
],
"ctg": [
"category",
"taxonomy",
"class"
],
"whs": [
"warehouse",
"depot",
"storage"
],
"empl": [
"employ",
"staff",
"worker",
"personnel"
],
"ordr": [
"order",
"booking",
"reservation",
"request"
]
}
}