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filingtag

Token Classification
Transformers
ONNX
Safetensors
modernbert
ner
on-device
privacy
flowx
openner
banking
de-identification
Model card Files
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 Community
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Add OpenNER model, card, NOTICE (Apache-2.0, FlowX.AI)

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  1. .gitattributes +1 -0
  2. NOTICE +8 -0
  3. README.md +43 -0
  4. config.json +640 -0
  5. metrics.json +11 -0
  6. model.safetensors +3 -0
  7. onnx/model.int8.onnx +3 -0
  8. onnx/model.onnx +3 -0
  9. onnx/model.onnx.data +3 -0
  10. tokenizer.json +0 -0
  11. tokenizer_config.json +17 -0
  12. training_args.bin +3 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ onnx/model.onnx.data filter=lfs diff=lfs merge=lfs -text
NOTICE ADDED
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+ FlowX OpenNER
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+ Copyright 2026 FlowX.AI
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+
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+ This product includes software and models developed at FlowX.AI (https://flowx.ai).
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+ Licensed under the Apache License, Version 2.0 (the "License"); you may not use these
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+ files except in compliance with the License. You may obtain a copy of the License at
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+
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+ http://www.apache.org/licenses/LICENSE-2.0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ library_name: transformers
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+ pipeline_tag: token-classification
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+ base_model: answerdotai/ModernBERT-base
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+ tags:
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+ - ner
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+ - on-device
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+ - privacy
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+ - flowx
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+ - openner
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+ - banking
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+ - de-identification
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+ - token-classification
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+ metrics:
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+ - f1
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+ ---
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+
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+ # FilingTag
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+
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+ **FilingTag** is a small, on-device banking NER model from the FlowX **OpenNER** family. Developed by **FlowX.AI**. Runs 100% on-premise / air-gapped, so no data leaves your boundary.
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+
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+ ## What it does
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+ - **Task:** token-classification
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+ - **Base model:** `answerdotai/ModernBERT-base`
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+ - **Entity types (139):** AccrualForEnvironmentalLossContingencies, AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife, AllocatedShareBasedCompensationExpense, AmortizationOfFinancingCosts, AmortizationOfIntangibleAssets, AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount, AreaOfRealEstateProperty, AssetImpairmentCharges, BusinessAcquisitionEquityInterestsIssuedOrIssuableNumberOfSharesIssued, BusinessAcquisitionPercentageOfVotingInterestsAcquired, BusinessCombinationAcquisitionRelatedCosts, BusinessCombinationConsiderationTransferred1, BusinessCombinationContingentConsiderationLiability, BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleAssetsOtherThanGoodwill, BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibles, CapitalizedContractCostAmortization, CashAndCashEquivalentsFairValueDisclosure, ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1, CommonStockCapitalSharesReservedForFutureIssuance, CommonStockDividendsPerShareDeclared, CommonStockParOrStatedValuePerShare, CommonStockSharesAuthorized, CommonStockSharesOutstanding, ConcentrationRiskPercentage1, ContractWithCustomerLiability, ContractWithCustomerLiabilityRevenueRecognized, CumulativeEffectOfNewAccountingPrincipleInPeriodOfAdoption, DebtInstrumentBasisSpreadOnVariableRate1, DebtInstrumentCarryingAmount, DebtInstrumentConvertibleConversionPrice1, DebtInstrumentFaceAmount, DebtInstrumentFairValue, DebtInstrumentInterestRateEffectivePercentage, DebtInstrumentInterestRateStatedPercentage, DebtInstrumentMaturityDate, DebtInstrumentRedemptionPricePercentage, DebtInstrumentTerm, DebtInstrumentUnamortizedDiscount, DebtWeightedAverageInterestRate, DeferredFinanceCostsGross, DeferredFinanceCostsNet, DefinedBenefitPlanContributionsByEmployer, DefinedContributionPlanCostRecognized, Depreciation, DerivativeFixedInterestRate, DerivativeNotionalAmount, DisposalGroupIncludingDiscontinuedOperationConsideration, EffectiveIncomeTaxRateContinuingOperations, EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate, EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized, EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1, EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions, EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense, EquityMethodInvestmentOwnershipPercentage, EquityMethodInvestments, FiniteLivedIntangibleAssetUsefulLife, GainsLossesOnExtinguishmentOfDebt, Goodwill, GoodwillImpairmentLoss, GuaranteeObligationsMaximumExposure, IncomeLossFromEquityMethodInvestments, IncomeTaxExpenseBenefit, InterestExpense, InterestExpenseDebt, LeaseAndRentalExpense, LesseeOperatingLeaseRenewalTerm, LesseeOperatingLeaseTermOfContract, LettersOfCreditOutstandingAmount, LineOfCredit, LineOfCreditFacilityCommitmentFeePercentage, LineOfCreditFacilityCurrentBorrowingCapacity, LineOfCreditFacilityInterestRateAtPeriodEnd, LineOfCreditFacilityMaximumBorrowingCapacity, LineOfCreditFacilityRemainingBorrowingCapacity, LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage, LongTermDebt, LongTermDebtFairValue, LossContingencyAccrualAtCarryingValue, LossContingencyDamagesSoughtValue, LossContingencyEstimateOfPossibleLoss, LossContingencyPendingClaimsNumber, MinorityInterestOwnershipPercentageByNoncontrollingOwners, MinorityInterestOwnershipPercentageByParent, NumberOfOperatingSegments, NumberOfRealEstateProperties, NumberOfReportableSegments, OperatingLeaseCost, OperatingLeaseExpense, OperatingLeaseLiability, OperatingLeasePayments, OperatingLeaseRightOfUseAsset, OperatingLeaseWeightedAverageDiscountRatePercent, OperatingLeaseWeightedAverageRemainingLeaseTerm1, OperatingLeasesRentExpenseNet, OperatingLossCarryforwards, PaymentsToAcquireBusinessesGross, PaymentsToAcquireBusinessesNetOfCashAcquired, PreferredStockDividendRatePercentage, PreferredStockSharesAuthorized, ProceedsFromIssuanceOfCommonStock, PropertyPlantAndEquipmentUsefulLife, PublicUtilitiesRequestedRateIncreaseDecreaseAmount, RelatedPartyTransactionAmountsOfTransaction, RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty, RepaymentsOfDebt, RestructuringAndRelatedCostExpectedCost1, RestructuringCharges, RevenueFromContractWithCustomerExcludingAssessedTax, RevenueFromContractWithCustomerIncludingAssessedTax, RevenueFromRelatedParties, RevenueRemainingPerformanceObligation, Revenues, SaleOfStockNumberOfSharesIssuedInTransaction, SaleOfStockPricePerShare, ShareBasedCompensation, ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1, ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod, ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue, ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber, ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodTotalFairValue, ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized, ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant, ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisesInPeriodTotalIntrinsicValue, ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross, ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue, SharePrice, SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage, SharebasedCompensationArrangementBySharebasedPaymentAwardExpirationPeriod, StockIssuedDuringPeriodSharesNewIssues, StockRepurchaseProgramAuthorizedAmount1, StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1, StockRepurchasedAndRetiredDuringPeriodShares, StockRepurchasedDuringPeriodShares, SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense, TreasuryStockAcquiredAverageCostPerShare, TreasuryStockSharesAcquired, TreasuryStockValueAcquiredCostMethod, UnrecognizedTaxBenefits, UnrecognizedTaxBenefitsThatWouldImpactEffectiveTaxRate
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+ - **Held-out F1:** 0.6444
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+ - **Runtime:** CPU, Apple Silicon, one GPU, or browser/edge via ONNX (INT8). ~100-160 ms/doc on CPU.
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+
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+ ## Why a small model
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+ Fine-tuned encoders match or beat frontier LLMs on structured, convention-bound extraction, at a fraction of the latency and cost, with **zero data egress**. Identifiers are validated by checksum (IBAN mod-97, card Luhn, ISIN/LEI, container ISO-6346, VIN, national IDs), a correctness guarantee general LLMs lack. See the FlowX OpenNER benchmark for measured results.
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+
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+ ## Usage
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+ ```python
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+ from transformers import AutoTokenizer, AutoModelForTokenClassification
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+ tok = AutoTokenizer.from_pretrained("flowxai/filingtag")
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+ model = AutoModelForTokenClassification.from_pretrained("flowxai/filingtag")
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+ ```
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+
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+ ## License & attribution
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+ Licensed under the **Apache License 2.0**. Copyright 2026 **FlowX.AI** (https://flowx.ai). See the `NOTICE` file. Trained on synthetic, checksum-validated data plus real SEC filings (FiNER-139).
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+
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+ _Part of the FlowX OpenNER model family. Synthetic-data F1 reflects an in-distribution synthetic distribution; validate on real documents before production use._
config.json ADDED
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+ {
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+ "architectures": [
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+ "ModernBertForTokenClassification"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 50281,
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+ "classifier_activation": "gelu",
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+ "classifier_bias": false,
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+ "classifier_dropout": 0.0,
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+ "classifier_pooling": "mean",
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+ "cls_token_id": 50281,
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+ "decoder_bias": true,
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+ "deterministic_flash_attn": false,
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+ "dtype": "float32",
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+ "embedding_dropout": 0.0,
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+ "eos_token_id": 50282,
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+ "global_attn_every_n_layers": 3,
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+ "gradient_checkpointing": false,
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+ "hidden_activation": "gelu",
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "O",
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+ "1": "B-AccrualForEnvironmentalLossContingencies",
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+ "2": "B-AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife",
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+ "3": "I-AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife",
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+ "4": "B-AllocatedShareBasedCompensationExpense",
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+ "5": "B-AmortizationOfFinancingCosts",
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+ "6": "B-AmortizationOfIntangibleAssets",
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+ "7": "I-AmortizationOfIntangibleAssets",
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+ "8": "B-AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount",
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+ "9": "I-AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount",
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+ "10": "B-AreaOfRealEstateProperty",
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+ "11": "I-AreaOfRealEstateProperty",
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+ "12": "B-AssetImpairmentCharges",
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+ "13": "B-BusinessAcquisitionEquityInterestsIssuedOrIssuableNumberOfSharesIssued",
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+ "14": "B-BusinessAcquisitionPercentageOfVotingInterestsAcquired",
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+ "15": "I-BusinessAcquisitionPercentageOfVotingInterestsAcquired",
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+ "16": "B-BusinessCombinationAcquisitionRelatedCosts",
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+ "17": "B-BusinessCombinationConsiderationTransferred1",
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+ "18": "B-BusinessCombinationContingentConsiderationLiability",
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+ "19": "B-BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibleAssetsOtherThanGoodwill",
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+ "20": "B-BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedIntangibles",
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+ "21": "B-CapitalizedContractCostAmortization",
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+ "22": "B-CashAndCashEquivalentsFairValueDisclosure",
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+ "23": "B-ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1",
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+ "24": "B-CommonStockCapitalSharesReservedForFutureIssuance",
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+ "25": "B-CommonStockDividendsPerShareDeclared",
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+ "26": "B-CommonStockParOrStatedValuePerShare",
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+ "27": "B-CommonStockSharesAuthorized",
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+ "28": "I-CommonStockSharesAuthorized",
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+ "29": "B-CommonStockSharesOutstanding",
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+ "30": "B-ConcentrationRiskPercentage1",
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+ "31": "B-ContractWithCustomerLiability",
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+ "32": "B-ContractWithCustomerLiabilityRevenueRecognized",
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+ "33": "B-CumulativeEffectOfNewAccountingPrincipleInPeriodOfAdoption",
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+ "34": "B-DebtInstrumentBasisSpreadOnVariableRate1",
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+ "35": "B-DebtInstrumentCarryingAmount",
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+ "36": "B-DebtInstrumentConvertibleConversionPrice1",
60
+ "37": "B-DebtInstrumentFaceAmount",
61
+ "38": "I-DebtInstrumentFaceAmount",
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+ "39": "B-DebtInstrumentFairValue",
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+ "40": "B-DebtInstrumentInterestRateEffectivePercentage",
64
+ "41": "B-DebtInstrumentInterestRateStatedPercentage",
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+ "42": "B-DebtInstrumentMaturityDate",
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+ "43": "I-DebtInstrumentMaturityDate",
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+ "44": "B-DebtInstrumentRedemptionPricePercentage",
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+ "45": "B-DebtInstrumentTerm",
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+ "46": "I-DebtInstrumentTerm",
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+ "47": "B-DebtInstrumentUnamortizedDiscount",
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+ "48": "B-DebtWeightedAverageInterestRate",
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+ "49": "B-DeferredFinanceCostsGross",
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+ "50": "B-DeferredFinanceCostsNet",
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+ "51": "B-DefinedBenefitPlanContributionsByEmployer",
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+ "52": "B-DefinedContributionPlanCostRecognized",
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+ "53": "B-Depreciation",
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+ "54": "B-DerivativeFixedInterestRate",
78
+ "55": "B-DerivativeNotionalAmount",
79
+ "56": "B-DisposalGroupIncludingDiscontinuedOperationConsideration",
80
+ "57": "B-EffectiveIncomeTaxRateContinuingOperations",
81
+ "58": "B-EffectiveIncomeTaxRateReconciliationAtFederalStatutoryIncomeTaxRate",
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+ "59": "B-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized",
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+ "60": "B-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1",
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+ "61": "I-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedPeriodForRecognition1",
85
+ "62": "B-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognizedShareBasedAwardsOtherThanOptions",
86
+ "63": "B-EmployeeServiceShareBasedCompensationTaxBenefitFromCompensationExpense",
87
+ "64": "B-EquityMethodInvestmentOwnershipPercentage",
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+ "65": "I-EquityMethodInvestmentOwnershipPercentage",
89
+ "66": "B-EquityMethodInvestments",
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+ "67": "B-FiniteLivedIntangibleAssetUsefulLife",
91
+ "68": "I-FiniteLivedIntangibleAssetUsefulLife",
92
+ "69": "B-GainsLossesOnExtinguishmentOfDebt",
93
+ "70": "B-Goodwill",
94
+ "71": "B-GoodwillImpairmentLoss",
95
+ "72": "B-GuaranteeObligationsMaximumExposure",
96
+ "73": "B-IncomeLossFromEquityMethodInvestments",
97
+ "74": "B-IncomeTaxExpenseBenefit",
98
+ "75": "B-InterestExpense",
99
+ "76": "B-InterestExpenseDebt",
100
+ "77": "B-LeaseAndRentalExpense",
101
+ "78": "B-LesseeOperatingLeaseRenewalTerm",
102
+ "79": "I-LesseeOperatingLeaseRenewalTerm",
103
+ "80": "B-LesseeOperatingLeaseTermOfContract",
104
+ "81": "I-LesseeOperatingLeaseTermOfContract",
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+ "82": "B-LettersOfCreditOutstandingAmount",
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+ "83": "B-LineOfCredit",
107
+ "84": "B-LineOfCreditFacilityCommitmentFeePercentage",
108
+ "85": "B-LineOfCreditFacilityCurrentBorrowingCapacity",
109
+ "86": "B-LineOfCreditFacilityInterestRateAtPeriodEnd",
110
+ "87": "B-LineOfCreditFacilityMaximumBorrowingCapacity",
111
+ "88": "B-LineOfCreditFacilityRemainingBorrowingCapacity",
112
+ "89": "B-LineOfCreditFacilityUnusedCapacityCommitmentFeePercentage",
113
+ "90": "B-LongTermDebt",
114
+ "91": "B-LongTermDebtFairValue",
115
+ "92": "B-LossContingencyAccrualAtCarryingValue",
116
+ "93": "B-LossContingencyDamagesSoughtValue",
117
+ "94": "B-LossContingencyEstimateOfPossibleLoss",
118
+ "95": "B-LossContingencyPendingClaimsNumber",
119
+ "96": "I-LossContingencyPendingClaimsNumber",
120
+ "97": "B-MinorityInterestOwnershipPercentageByNoncontrollingOwners",
121
+ "98": "B-MinorityInterestOwnershipPercentageByParent",
122
+ "99": "B-NumberOfOperatingSegments",
123
+ "100": "B-NumberOfRealEstateProperties",
124
+ "101": "I-NumberOfRealEstateProperties",
125
+ "102": "B-NumberOfReportableSegments",
126
+ "103": "B-OperatingLeaseCost",
127
+ "104": "B-OperatingLeaseExpense",
128
+ "105": "B-OperatingLeaseLiability",
129
+ "106": "B-OperatingLeasePayments",
130
+ "107": "B-OperatingLeaseRightOfUseAsset",
131
+ "108": "B-OperatingLeaseWeightedAverageDiscountRatePercent",
132
+ "109": "B-OperatingLeaseWeightedAverageRemainingLeaseTerm1",
133
+ "110": "I-OperatingLeaseWeightedAverageRemainingLeaseTerm1",
134
+ "111": "B-OperatingLeasesRentExpenseNet",
135
+ "112": "B-OperatingLossCarryforwards",
136
+ "113": "B-PaymentsToAcquireBusinessesGross",
137
+ "114": "B-PaymentsToAcquireBusinessesNetOfCashAcquired",
138
+ "115": "B-PreferredStockDividendRatePercentage",
139
+ "116": "B-PreferredStockSharesAuthorized",
140
+ "117": "I-PreferredStockSharesAuthorized",
141
+ "118": "B-ProceedsFromIssuanceOfCommonStock",
142
+ "119": "B-PropertyPlantAndEquipmentUsefulLife",
143
+ "120": "I-PropertyPlantAndEquipmentUsefulLife",
144
+ "121": "B-PublicUtilitiesRequestedRateIncreaseDecreaseAmount",
145
+ "122": "B-RelatedPartyTransactionAmountsOfTransaction",
146
+ "123": "I-RelatedPartyTransactionAmountsOfTransaction",
147
+ "124": "B-RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty",
148
+ "125": "I-RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty",
149
+ "126": "B-RepaymentsOfDebt",
150
+ "127": "B-RestructuringAndRelatedCostExpectedCost1",
151
+ "128": "B-RestructuringCharges",
152
+ "129": "B-RevenueFromContractWithCustomerExcludingAssessedTax",
153
+ "130": "B-RevenueFromContractWithCustomerIncludingAssessedTax",
154
+ "131": "B-RevenueFromRelatedParties",
155
+ "132": "B-RevenueRemainingPerformanceObligation",
156
+ "133": "B-Revenues",
157
+ "134": "B-SaleOfStockNumberOfSharesIssuedInTransaction",
158
+ "135": "I-SaleOfStockNumberOfSharesIssuedInTransaction",
159
+ "136": "B-SaleOfStockPricePerShare",
160
+ "137": "B-ShareBasedCompensation",
161
+ "138": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1",
162
+ "139": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1",
163
+ "140": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod",
164
+ "141": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod",
165
+ "142": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue",
166
+ "143": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber",
167
+ "144": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodTotalFairValue",
168
+ "145": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized",
169
+ "146": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized",
170
+ "147": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant",
171
+ "148": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisesInPeriodTotalIntrinsicValue",
172
+ "149": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross",
173
+ "150": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue",
174
+ "151": "B-SharePrice",
175
+ "152": "B-SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage",
176
+ "153": "I-SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage",
177
+ "154": "B-SharebasedCompensationArrangementBySharebasedPaymentAwardExpirationPeriod",
178
+ "155": "I-SharebasedCompensationArrangementBySharebasedPaymentAwardExpirationPeriod",
179
+ "156": "B-StockIssuedDuringPeriodSharesNewIssues",
180
+ "157": "I-StockIssuedDuringPeriodSharesNewIssues",
181
+ "158": "B-StockRepurchaseProgramAuthorizedAmount1",
182
+ "159": "B-StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1",
183
+ "160": "B-StockRepurchasedAndRetiredDuringPeriodShares",
184
+ "161": "B-StockRepurchasedDuringPeriodShares",
185
+ "162": "I-StockRepurchasedDuringPeriodShares",
186
+ "163": "B-SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense",
187
+ "164": "B-TreasuryStockAcquiredAverageCostPerShare",
188
+ "165": "B-TreasuryStockSharesAcquired",
189
+ "166": "I-TreasuryStockSharesAcquired",
190
+ "167": "B-TreasuryStockValueAcquiredCostMethod",
191
+ "168": "B-UnrecognizedTaxBenefits",
192
+ "169": "B-UnrecognizedTaxBenefitsThatWouldImpactEffectiveTaxRate",
193
+ "170": "I-DeferredFinanceCostsGross",
194
+ "171": "I-CommonStockParOrStatedValuePerShare",
195
+ "172": "I-LossContingencyEstimateOfPossibleLoss",
196
+ "173": "I-DefinedContributionPlanCostRecognized",
197
+ "174": "I-DebtInstrumentFairValue",
198
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