Training in progress epoch 0
Browse files- README.md +53 -0
- config.json +586 -0
- special_tokens_map.json +7 -0
- tf_model.h5 +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +15 -0
- vocab.txt +0 -0
README.md
ADDED
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---
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license: apache-2.0
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tags:
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- generated_from_keras_callback
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model-index:
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- name: muhtasham/bert-tiny-finetuned-finer-tf
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results: []
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---
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<!-- This model card has been generated automatically according to the information Keras had access to. You should
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probably proofread and complete it, then remove this comment. -->
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# muhtasham/bert-tiny-finetuned-finer-tf
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This model is a fine-tuned version of [google/bert_uncased_L-2_H-128_A-2](https://huggingface.co/google/bert_uncased_L-2_H-128_A-2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.1188
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- Validation Loss: 0.0420
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- Epoch: 0
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 168822, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
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- training_precision: mixed_float16
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 0.1188 | 0.0420 | 0 |
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### Framework versions
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- Transformers 4.21.0
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- TensorFlow 2.8.2
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- Datasets 2.4.0
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- Tokenizers 0.12.1
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config.json
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{
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"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
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"architectures": [
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"BertForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 128,
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"id2label": {
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"0": "O",
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"1": "B-AccrualForEnvironmentalLossContingencies",
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"10": "B-AreaOfRealEstateProperty",
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"100": "B-NumberOfRealEstateProperties",
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"101": "I-NumberOfRealEstateProperties",
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"102": "B-NumberOfReportableSegments",
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"103": "B-OperatingLeaseCost",
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"104": "B-OperatingLeaseExpense",
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"105": "B-OperatingLeaseLiability",
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"106": "B-OperatingLeasePayments",
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"107": "B-OperatingLeaseRightOfUseAsset",
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"108": "B-OperatingLeaseWeightedAverageDiscountRatePercent",
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"109": "B-OperatingLeaseWeightedAverageRemainingLeaseTerm1",
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"11": "I-AreaOfRealEstateProperty",
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"110": "I-OperatingLeaseWeightedAverageRemainingLeaseTerm1",
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"111": "B-OperatingLeasesRentExpenseNet",
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"112": "B-OperatingLossCarryforwards",
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"113": "B-PaymentsToAcquireBusinessesGross",
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"114": "B-PaymentsToAcquireBusinessesNetOfCashAcquired",
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"115": "B-PreferredStockDividendRatePercentage",
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"116": "B-PreferredStockSharesAuthorized",
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"117": "I-PreferredStockSharesAuthorized",
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"118": "B-ProceedsFromIssuanceOfCommonStock",
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"119": "B-PropertyPlantAndEquipmentUsefulLife",
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"12": "B-AssetImpairmentCharges",
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"120": "I-PropertyPlantAndEquipmentUsefulLife",
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"121": "B-PublicUtilitiesRequestedRateIncreaseDecreaseAmount",
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"122": "B-RelatedPartyTransactionAmountsOfTransaction",
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"123": "I-RelatedPartyTransactionAmountsOfTransaction",
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"124": "B-RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty",
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"125": "I-RelatedPartyTransactionExpensesFromTransactionsWithRelatedParty",
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"126": "B-RepaymentsOfDebt",
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"127": "B-RestructuringAndRelatedCostExpectedCost1",
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"128": "B-RestructuringCharges",
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"129": "B-RevenueFromContractWithCustomerExcludingAssessedTax",
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"13": "B-BusinessAcquisitionEquityInterestsIssuedOrIssuableNumberOfSharesIssued",
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"130": "B-RevenueFromContractWithCustomerIncludingAssessedTax",
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"131": "B-RevenueFromRelatedParties",
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"132": "B-RevenueRemainingPerformanceObligation",
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"133": "B-Revenues",
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"134": "B-SaleOfStockNumberOfSharesIssuedInTransaction",
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"135": "I-SaleOfStockNumberOfSharesIssuedInTransaction",
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"136": "B-SaleOfStockPricePerShare",
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"137": "B-ShareBasedCompensation",
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"138": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1",
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"139": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1",
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"14": "B-BusinessAcquisitionPercentageOfVotingInterestsAcquired",
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"140": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod",
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"141": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod",
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"142": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriodWeightedAverageGrantDateFairValue",
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"143": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber",
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"144": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsVestedInPeriodTotalFairValue",
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"145": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized",
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"146": "I-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized",
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"147": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant",
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"148": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisesInPeriodTotalIntrinsicValue",
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"149": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross",
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"15": "I-BusinessAcquisitionPercentageOfVotingInterestsAcquired",
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"150": "B-ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue",
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"151": "B-SharePrice",
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"152": "B-SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage",
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"153": "I-SharebasedCompensationArrangementBySharebasedPaymentAwardAwardVestingRightsPercentage",
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"154": "B-SharebasedCompensationArrangementBySharebasedPaymentAwardExpirationPeriod",
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"155": "I-SharebasedCompensationArrangementBySharebasedPaymentAwardExpirationPeriod",
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"156": "B-StockIssuedDuringPeriodSharesNewIssues",
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"157": "I-StockIssuedDuringPeriodSharesNewIssues",
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"158": "B-StockRepurchaseProgramAuthorizedAmount1",
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"159": "B-StockRepurchaseProgramRemainingAuthorizedRepurchaseAmount1",
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"16": "B-BusinessCombinationAcquisitionRelatedCosts",
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"160": "B-StockRepurchasedAndRetiredDuringPeriodShares",
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"161": "B-StockRepurchasedDuringPeriodShares",
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"162": "I-StockRepurchasedDuringPeriodShares",
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"163": "B-SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense",
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"164": "B-TreasuryStockAcquiredAverageCostPerShare",
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"165": "B-TreasuryStockSharesAcquired",
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"166": "I-TreasuryStockSharesAcquired",
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"167": "B-TreasuryStockValueAcquiredCostMethod",
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"168": "B-UnrecognizedTaxBenefits",
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"169": "B-UnrecognizedTaxBenefitsThatWouldImpactEffectiveTaxRate",
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"17": "B-BusinessCombinationConsiderationTransferred1",
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"170": "I-DeferredFinanceCostsGross",
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"171": "I-CommonStockParOrStatedValuePerShare",
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"172": "I-LossContingencyEstimateOfPossibleLoss",
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"173": "I-DefinedContributionPlanCostRecognized",
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"174": "I-DebtInstrumentFairValue",
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"175": "I-ContractWithCustomerLiabilityRevenueRecognized",
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"176": "I-RevenueRemainingPerformanceObligation",
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"177": "I-EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized",
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"178": "I-DebtInstrumentInterestRateStatedPercentage",
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"179": "I-OperatingLossCarryforwards",
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"18": "B-BusinessCombinationContingentConsiderationLiability",
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"180": "I-MinorityInterestOwnershipPercentageByNoncontrollingOwners",
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"181": "I-InterestExpense",
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"182": "I-LongTermDebt",
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"183": "I-ShareBasedCompensation",
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"184": "I-DebtWeightedAverageInterestRate",
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"185": "I-DebtInstrumentCarryingAmount",
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109 |
+
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|
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|
554 |
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555 |
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|
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|
557 |
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|
559 |
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|
560 |
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|
561 |
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|
562 |
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|
563 |
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|
564 |
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|
565 |
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|
566 |
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|
567 |
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|
568 |
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|
569 |
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|
570 |
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|
571 |
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|
572 |
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|
573 |
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|
574 |
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},
|
575 |
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|
576 |
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|
577 |
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|
578 |
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|
579 |
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|
580 |
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|
581 |
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|
582 |
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|
583 |
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"type_vocab_size": 2,
|
584 |
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"use_cache": true,
|
585 |
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"vocab_size": 30522
|
586 |
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}
|
special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
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{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
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"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
tf_model.h5
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:279922b1dee28c104a08e961153f49a47654637e1ef3b1771caea225e0df83c5
|
3 |
+
size 17681892
|
tokenizer.json
ADDED
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|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"do_basic_tokenize": true,
|
4 |
+
"do_lower_case": true,
|
5 |
+
"mask_token": "[MASK]",
|
6 |
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"name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
7 |
+
"never_split": null,
|
8 |
+
"pad_token": "[PAD]",
|
9 |
+
"sep_token": "[SEP]",
|
10 |
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"special_tokens_map_file": null,
|
11 |
+
"strip_accents": null,
|
12 |
+
"tokenize_chinese_chars": true,
|
13 |
+
"tokenizer_class": "BertTokenizer",
|
14 |
+
"unk_token": "[UNK]"
|
15 |
+
}
|
vocab.txt
ADDED
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|
|