email_intent_eng_large / config.json
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{
"_name_or_path": "google-bert/bert-large-uncased",
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 1024,
"id2label": {
"0": "forwardMailToEmployee",
"1": "reconcileProfitAccordingToEvaluation",
"2": "callClientAsk",
"3": "deregisterEmployer",
"4": "prepareAppointmentBusinessManagementEvaluation",
"5": "enableTaxAccountQuery",
"6": "requestAdjustmentAdvancePaymentIncomeTax",
"7": "sendTaxDocumentToClient",
"8": "sendPriceList",
"9": "sendEmailWithCostEstimate",
"10": "changeResponsibleEmployee",
"11": "resignMandate",
"12": "createReminderForClientAnd",
"13": "askForAgendaForAppointment",
"14": "sendRemindersToAllClients",
"15": "addEmployeesOfBusiness",
"16": "performMonthlyChangeForClient",
"17": "createSecondReminderForAllInvoicesOlderThan21Days",
"18": "updateEmailForClient",
"19": "updateReminderForUpcomingAppointments",
"20": "importCSVFilesIntoAccounting",
"21": "sendSampleContract",
"22": "prepareAppointmentFindOnline",
"23": "showDeadlinesExpiringThisWeek",
"24": "updateReminderForNewInvoices",
"25": "addNewEmployee",
"26": "exportGDPDUForClient",
"27": "moveDocumentsToClientFolder",
"28": "createReminderForClientAndSend",
"29": "organizeDocuments",
"30": "storeVATTaxData",
"31": "translateEmail",
"32": "startStotax",
"33": "answerDailyMail",
"34": "createRemindersForAllClients",
"35": "prepareAppointmentFinancialStatements",
"36": "enterMailIntoIncomingMailLog",
"37": "sendReminderOfMissingDocuments",
"38": "updateClientBanks",
"39": "importBankDataIntoAccounting",
"40": "updateClientInSystem",
"41": "changeEmailAddressForClientMailbox",
"42": "addNewPartnershipAsClient",
"43": "collectMailFromAdvolux",
"44": "recordDictation",
"45": "retrieveDataFromContactPageOfWebsite",
"46": "sendReminderForOverdueTax",
"47": "addNewClient",
"48": "updatePhoneForClient",
"49": "enterMailIntoOutgoingMailLog",
"50": "sendTaxReturnsToClient",
"51": "makeTaxRegistrationPartnership",
"52": "updateReminderForNewAppointments",
"53": "sendRemindersForOpenInvoicesOlderThan14Days",
"54": "createSepaFile",
"55": "sendSampleInvoice",
"56": "sendDocument",
"57": "nameDocumentsAccordingToSubject",
"58": "createAndSendReminderForOutstandingInvoice",
"59": "createRemindersForAllUpcomingDeadlines",
"60": "nameDocumentsAfterClient",
"61": "sendAccountStatementToClient",
"62": "updateCompanyStatusForClient",
"63": "createInvoiceForClientWithDetails",
"64": "updateClientMasterFile",
"65": "extractCommercialRegisterExcerpt",
"66": "updateBankDetailsForClient",
"67": "createNewAppointment",
"68": "createSummaryAndBalanceList",
"69": "sendMessageToTaxOffice",
"70": "explainTaxAssessmentsToClient",
"71": "closeStotax",
"72": "createAndSendReminderForOutstandingTax",
"73": "storeRemindersForAllClients",
"74": "createReminderForClientInvoice",
"75": "createReminderForNewAppointments",
"76": "createAndSendReminderForInvoice",
"77": "createProfitDetermination",
"78": "sendEmailAboutUpcomingTaxPayment",
"79": "requestExemptionCertificateAccordingTo48b",
"80": "createIncomeCertificate",
"81": "enableClientMailbox",
"82": "requestDeadlineExtensionFromTaxOffice",
"83": "sendMessageToClient",
"84": "updateReminderForClientInvoices",
"85": "createReminderForTaxPayments",
"86": "createClientInMasterFile",
"87": "createReminderForAllNewInvoices",
"88": "createReminderForUpcomingDeadlines",
"89": "storeBalanceSheetFederalGazette",
"90": "storeAccountStatementInClientMailbox",
"91": "sendExplanationTaxAssessment",
"92": "updateClientInDatabase",
"93": "requestExemptionCertificate",
"94": "sendReminderForPaymentDueDate",
"95": "requestExtensionOfPaymentDeadline",
"96": "sendReminderOfMissingBankDocuments",
"97": "addNewNaturalPersonAsClient",
"98": "sendExplanationClientMailbox",
"99": "fillOutPensionInsuranceAuditForms",
"100": "updateReminderForUpcomingMeetings",
"101": "showAppointmentsOfWeek",
"102": "suggestAvailableAppointment",
"103": "sendReminderForTaxPaymentDeadline",
"104": "sendInvoiceForClientViaEmail",
"105": "sendEmailWithPowerOfAttorney",
"106": "enterDeadlinesIntoDeadlineBook",
"107": "tasksNeedToBeDone",
"108": "createReminderForNewTasks",
"109": "prepareAppointmentSummaryBalanceList",
"110": "updateReminderForNewMeetings",
"111": "enterInvoiceDataFederalGazette",
"112": "extractTaxDocuments",
"113": "separateMail",
"114": "printOPOSListForClient",
"115": "createAllInvoicesFromCSV",
"116": "createReminderForUpcomingTasks",
"117": "createFederalGazetteFileForClient",
"118": "createReminderForAllNewMeetings",
"119": "saveEmailAttachmentsOnServer",
"120": "requestClearanceCertificate",
"121": "createReminderForAllAnnualFinancialStatements",
"122": "requestExemptionCertificateAccordingTo13b",
"123": "sendEmailRegardingCompanyFormation",
"124": "updateContactInformationForClient",
"125": "updateReminderForAllNewInvoices",
"126": "sendReminderOfAccountingDocumentsToAllClients",
"127": "sendNewPasswordForClientMailbox",
"128": "makeTaxAccountQuery",
"129": "sendPlaceOfManagementToTaxOffice",
"130": "makeTaxRegistrationNaturalPerson",
"131": "updateCompanyNameForClient",
"132": "createTradeTaxReturn",
"133": "prepareAppointmentSearchContainer",
"134": "placeMessageInClientMailbox",
"135": "sendMailToClient",
"136": "extractWebsite",
"137": "updateReminderForClientAppointments",
"138": "createNewFiscalYearAccrualAccounting",
"139": "removeFromPowerOfAttorneyDatabase",
"140": "retrieveDataFromImprintOfWebsite",
"141": "answerAllEmailsFromToday",
"142": "createTimeBasedInvoiceForClient",
"143": "unarchiveClient",
"144": "sendDocumentViaEmail",
"145": "updateReminderForClientTasks",
"146": "calculateConstructionWagesForClient",
"147": "storeTaxDocumentInDMS",
"148": "updateReminderForAllNewMeetings",
"149": "showDeadlinesExpiringToday",
"150": "updateAddressForClient",
"151": "createVATReturn",
"152": "calculateWagesForClient",
"153": "createReminderForAllClientsAndSend",
"154": "createReminderForUpcomingAppointments",
"155": "sortMail",
"156": "createInvoiceForMail",
"157": "sendDirectionsToAppointment",
"158": "createBalanceSheetReportWithProfit",
"159": "storeMailInDMS",
"160": "createBalanceSheetReportWithLoss",
"161": "sendBusinessManagementEvaluation",
"162": "createClientFolder",
"163": "showAppointmentsWeekAfterNext",
"164": "callClientConvey",
"165": "uploadAuditFileFromPayroll",
"166": "addNewEmployeeForBusiness",
"167": "createBusinessManagementEvaluation",
"168": "transferOpeningBalanceValues",
"169": "createCertificateForEmploymentAgency",
"170": "createInvoiceForClientAnd",
"171": "retrieveCommercialRegisterExcerpt",
"172": "draftPleading",
"173": "createIncomeTaxReturn",
"174": "sendReminderForAllOverduePayments",
"175": "sendPleadingViaBea",
"176": "cancelAppointment",
"177": "showAppointmentsFromToday",
"178": "rescheduleAppointment",
"179": "createClientInSystem",
"180": "sendInquiryEmail",
"181": "suggestAndEnterAppointment",
"182": "sendReminderForAllUpcomingTaxDeadlines",
"183": "updateReminderForClientDetails",
"184": "showAppointmentsNextWeek",
"185": "createNewFiscalYearCashAccounting",
"186": "sendSummaryAndBalanceList",
"187": "createReminderForAllTaxReturnSubmissions",
"188": "createApplicationForAccessToBankAccount",
"189": "requestExtensionOfPaymentDeadlineForClient",
"190": "retrieveShareholderList",
"191": "showDeadlineBook",
"192": "extractInvoiceTransferDataToCsv",
"193": "createReminderForNewMeetings",
"194": "extractBusinessCard",
"195": "updateClientInMasterFile",
"196": "applyTaxDeregistration",
"197": "writeInvoiceForAppointment",
"198": "updateReminderForUpcomingTasks",
"199": "requestAdjustmentAdvancePaymentCorporateTax",
"200": "enterTaxDataInAccounting",
"201": "sendTaxPaymentsToClient",
"202": "sendReminderOfAccountingDocuments",
"203": "updateReminderForClientMeetings",
"204": "answerEmail",
"205": "createInvoiceForAnnualFinancialStatement",
"206": "retrieveArticlesOfAssociation",
"207": "createAndSendReminderForOutstandingPayment",
"208": "sendReminderAboutAppointment",
"209": "showAllAppointments",
"210": "checkTaxAssessments",
"211": "createReminderForTaxReturnSubmission",
"212": "answerMail",
"213": "createInvoiceAndPlaceInClientMailbox",
"214": "addClientAsEmployer",
"215": "createReminderForAllNewTasks",
"216": "importGDPDUForClient",
"217": "requestAdjustmentAdvancePaymentTradeTax",
"218": "sendVATReceiptsToTaxOffice",
"219": "createReminderForUpcomingMeetings",
"220": "updateReminderForAllClients",
"221": "processMail",
"222": "sendNewAddressToTaxOffice",
"223": "makeTaxRegistrationLegalEntity",
"224": "createReminderForAllNewAppointments",
"225": "payInvoice",
"226": "createInvoiceForClient",
"227": "sendDocuments",
"228": "requestExtensionOfPaymentDeadlineForAllClients",
"229": "deleteEmail",
"230": "updatePlaceOfManagementForClient",
"231": "createReminderForNewInvoices",
"232": "updateReminderForClient",
"233": "createReminderForAllInvoicesOlderThan14Days",
"234": "callTaxOfficeAskTaxOfficer",
"235": "sendExplanationAccounting",
"236": "moveDocumentsToDMS",
"237": "translateDocuments",
"238": "createClientFile",
"239": "archiveClient",
"240": "transferDataFromPowerOfAttorney",
"241": "checkAdvanceTaxPayments",
"242": "publishBalanceSheetFederalGazette",
"243": "showAppointmentsNextMonth",
"244": "saveEmailAttachmentsInClientMailbox",
"245": "createCorporateTaxReturn",
"246": "addNewLegalEntityAsClient",
"247": "updateReminderForAllNewTasks",
"248": "createReminderForAnnualFinancialStatements",
"249": "sendAuditFormForClient",
"250": "sendNewBankDetailsToTaxOffice",
"251": "updateReminderForNewTasks",
"252": "createReminderForAllClientsWithDetails",
"253": "sendOutstandingTaxesToClient",
"254": "sendReminder",
"255": "exportCSVFilesFromAccounting",
"256": "storeReminderForClient",
"257": "createVATAdvanceReturn",
"258": "extractEmailSignature",
"259": "updateReminderForAllNewAppointments",
"260": "translateEmailAttachments",
"261": "extractInvoicesTransferPaymentDataToSepaFile"
},
"initializer_range": 0.02,
"intermediate_size": 4096,
"label2id": {
"addClientAsEmployer": 214,
"addEmployeesOfBusiness": 15,
"addNewClient": 47,
"addNewEmployee": 25,
"addNewEmployeeForBusiness": 166,
"addNewLegalEntityAsClient": 246,
"addNewNaturalPersonAsClient": 97,
"addNewPartnershipAsClient": 42,
"answerAllEmailsFromToday": 141,
"answerDailyMail": 33,
"answerEmail": 204,
"answerMail": 212,
"applyTaxDeregistration": 196,
"archiveClient": 239,
"askForAgendaForAppointment": 13,
"calculateConstructionWagesForClient": 146,
"calculateWagesForClient": 152,
"callClientAsk": 2,
"callClientConvey": 164,
"callTaxOfficeAskTaxOfficer": 234,
"cancelAppointment": 176,
"changeEmailAddressForClientMailbox": 41,
"changeResponsibleEmployee": 10,
"checkAdvanceTaxPayments": 241,
"checkTaxAssessments": 210,
"closeStotax": 71,
"collectMailFromAdvolux": 43,
"createAllInvoicesFromCSV": 115,
"createAndSendReminderForInvoice": 76,
"createAndSendReminderForOutstandingInvoice": 58,
"createAndSendReminderForOutstandingPayment": 207,
"createAndSendReminderForOutstandingTax": 72,
"createApplicationForAccessToBankAccount": 188,
"createBalanceSheetReportWithLoss": 160,
"createBalanceSheetReportWithProfit": 158,
"createBusinessManagementEvaluation": 167,
"createCertificateForEmploymentAgency": 169,
"createClientFile": 238,
"createClientFolder": 162,
"createClientInMasterFile": 86,
"createClientInSystem": 179,
"createCorporateTaxReturn": 245,
"createFederalGazetteFileForClient": 117,
"createIncomeCertificate": 80,
"createIncomeTaxReturn": 173,
"createInvoiceAndPlaceInClientMailbox": 213,
"createInvoiceForAnnualFinancialStatement": 205,
"createInvoiceForClient": 226,
"createInvoiceForClientAnd": 170,
"createInvoiceForClientWithDetails": 63,
"createInvoiceForMail": 156,
"createNewAppointment": 67,
"createNewFiscalYearAccrualAccounting": 138,
"createNewFiscalYearCashAccounting": 185,
"createProfitDetermination": 77,
"createReminderForAllAnnualFinancialStatements": 121,
"createReminderForAllClientsAndSend": 153,
"createReminderForAllClientsWithDetails": 252,
"createReminderForAllInvoicesOlderThan14Days": 233,
"createReminderForAllNewAppointments": 224,
"createReminderForAllNewInvoices": 87,
"createReminderForAllNewMeetings": 118,
"createReminderForAllNewTasks": 215,
"createReminderForAllTaxReturnSubmissions": 187,
"createReminderForAnnualFinancialStatements": 248,
"createReminderForClientAnd": 12,
"createReminderForClientAndSend": 28,
"createReminderForClientInvoice": 74,
"createReminderForNewAppointments": 75,
"createReminderForNewInvoices": 231,
"createReminderForNewMeetings": 193,
"createReminderForNewTasks": 108,
"createReminderForTaxPayments": 85,
"createReminderForTaxReturnSubmission": 211,
"createReminderForUpcomingAppointments": 154,
"createReminderForUpcomingDeadlines": 88,
"createReminderForUpcomingMeetings": 219,
"createReminderForUpcomingTasks": 116,
"createRemindersForAllClients": 34,
"createRemindersForAllUpcomingDeadlines": 59,
"createSecondReminderForAllInvoicesOlderThan21Days": 17,
"createSepaFile": 54,
"createSummaryAndBalanceList": 68,
"createTimeBasedInvoiceForClient": 142,
"createTradeTaxReturn": 132,
"createVATAdvanceReturn": 257,
"createVATReturn": 151,
"deleteEmail": 229,
"deregisterEmployer": 3,
"draftPleading": 172,
"enableClientMailbox": 81,
"enableTaxAccountQuery": 5,
"enterDeadlinesIntoDeadlineBook": 106,
"enterInvoiceDataFederalGazette": 111,
"enterMailIntoIncomingMailLog": 36,
"enterMailIntoOutgoingMailLog": 49,
"enterTaxDataInAccounting": 200,
"explainTaxAssessmentsToClient": 70,
"exportCSVFilesFromAccounting": 255,
"exportGDPDUForClient": 26,
"extractBusinessCard": 194,
"extractCommercialRegisterExcerpt": 65,
"extractEmailSignature": 258,
"extractInvoiceTransferDataToCsv": 192,
"extractInvoicesTransferPaymentDataToSepaFile": 261,
"extractTaxDocuments": 112,
"extractWebsite": 136,
"fillOutPensionInsuranceAuditForms": 99,
"forwardMailToEmployee": 0,
"importBankDataIntoAccounting": 39,
"importCSVFilesIntoAccounting": 20,
"importGDPDUForClient": 216,
"makeTaxAccountQuery": 128,
"makeTaxRegistrationLegalEntity": 223,
"makeTaxRegistrationNaturalPerson": 130,
"makeTaxRegistrationPartnership": 51,
"moveDocumentsToClientFolder": 27,
"moveDocumentsToDMS": 236,
"nameDocumentsAccordingToSubject": 57,
"nameDocumentsAfterClient": 60,
"organizeDocuments": 29,
"payInvoice": 225,
"performMonthlyChangeForClient": 16,
"placeMessageInClientMailbox": 134,
"prepareAppointmentBusinessManagementEvaluation": 4,
"prepareAppointmentFinancialStatements": 35,
"prepareAppointmentFindOnline": 22,
"prepareAppointmentSearchContainer": 133,
"prepareAppointmentSummaryBalanceList": 109,
"printOPOSListForClient": 114,
"processMail": 221,
"publishBalanceSheetFederalGazette": 242,
"reconcileProfitAccordingToEvaluation": 1,
"recordDictation": 44,
"removeFromPowerOfAttorneyDatabase": 139,
"requestAdjustmentAdvancePaymentCorporateTax": 199,
"requestAdjustmentAdvancePaymentIncomeTax": 6,
"requestAdjustmentAdvancePaymentTradeTax": 217,
"requestClearanceCertificate": 120,
"requestDeadlineExtensionFromTaxOffice": 82,
"requestExemptionCertificate": 93,
"requestExemptionCertificateAccordingTo13b": 122,
"requestExemptionCertificateAccordingTo48b": 79,
"requestExtensionOfPaymentDeadline": 95,
"requestExtensionOfPaymentDeadlineForAllClients": 228,
"requestExtensionOfPaymentDeadlineForClient": 189,
"rescheduleAppointment": 178,
"resignMandate": 11,
"retrieveArticlesOfAssociation": 206,
"retrieveCommercialRegisterExcerpt": 171,
"retrieveDataFromContactPageOfWebsite": 45,
"retrieveDataFromImprintOfWebsite": 140,
"retrieveShareholderList": 190,
"saveEmailAttachmentsInClientMailbox": 244,
"saveEmailAttachmentsOnServer": 119,
"sendAccountStatementToClient": 61,
"sendAuditFormForClient": 249,
"sendBusinessManagementEvaluation": 161,
"sendDirectionsToAppointment": 157,
"sendDocument": 56,
"sendDocumentViaEmail": 144,
"sendDocuments": 227,
"sendEmailAboutUpcomingTaxPayment": 78,
"sendEmailRegardingCompanyFormation": 123,
"sendEmailWithCostEstimate": 9,
"sendEmailWithPowerOfAttorney": 105,
"sendExplanationAccounting": 235,
"sendExplanationClientMailbox": 98,
"sendExplanationTaxAssessment": 91,
"sendInquiryEmail": 180,
"sendInvoiceForClientViaEmail": 104,
"sendMailToClient": 135,
"sendMessageToClient": 83,
"sendMessageToTaxOffice": 69,
"sendNewAddressToTaxOffice": 222,
"sendNewBankDetailsToTaxOffice": 250,
"sendNewPasswordForClientMailbox": 127,
"sendOutstandingTaxesToClient": 253,
"sendPlaceOfManagementToTaxOffice": 129,
"sendPleadingViaBea": 175,
"sendPriceList": 8,
"sendReminder": 254,
"sendReminderAboutAppointment": 208,
"sendReminderForAllOverduePayments": 174,
"sendReminderForAllUpcomingTaxDeadlines": 182,
"sendReminderForOverdueTax": 46,
"sendReminderForPaymentDueDate": 94,
"sendReminderForTaxPaymentDeadline": 103,
"sendReminderOfAccountingDocuments": 202,
"sendReminderOfAccountingDocumentsToAllClients": 126,
"sendReminderOfMissingBankDocuments": 96,
"sendReminderOfMissingDocuments": 37,
"sendRemindersForOpenInvoicesOlderThan14Days": 53,
"sendRemindersToAllClients": 14,
"sendSampleContract": 21,
"sendSampleInvoice": 55,
"sendSummaryAndBalanceList": 186,
"sendTaxDocumentToClient": 7,
"sendTaxPaymentsToClient": 201,
"sendTaxReturnsToClient": 50,
"sendVATReceiptsToTaxOffice": 218,
"separateMail": 113,
"showAllAppointments": 209,
"showAppointmentsFromToday": 177,
"showAppointmentsNextMonth": 243,
"showAppointmentsNextWeek": 184,
"showAppointmentsOfWeek": 101,
"showAppointmentsWeekAfterNext": 163,
"showDeadlineBook": 191,
"showDeadlinesExpiringThisWeek": 23,
"showDeadlinesExpiringToday": 149,
"sortMail": 155,
"startStotax": 32,
"storeAccountStatementInClientMailbox": 90,
"storeBalanceSheetFederalGazette": 89,
"storeMailInDMS": 159,
"storeReminderForClient": 256,
"storeRemindersForAllClients": 73,
"storeTaxDocumentInDMS": 147,
"storeVATTaxData": 30,
"suggestAndEnterAppointment": 181,
"suggestAvailableAppointment": 102,
"tasksNeedToBeDone": 107,
"transferDataFromPowerOfAttorney": 240,
"transferOpeningBalanceValues": 168,
"translateDocuments": 237,
"translateEmail": 31,
"translateEmailAttachments": 260,
"unarchiveClient": 143,
"updateAddressForClient": 150,
"updateBankDetailsForClient": 66,
"updateClientBanks": 38,
"updateClientInDatabase": 92,
"updateClientInMasterFile": 195,
"updateClientInSystem": 40,
"updateClientMasterFile": 64,
"updateCompanyNameForClient": 131,
"updateCompanyStatusForClient": 62,
"updateContactInformationForClient": 124,
"updateEmailForClient": 18,
"updatePhoneForClient": 48,
"updatePlaceOfManagementForClient": 230,
"updateReminderForAllClients": 220,
"updateReminderForAllNewAppointments": 259,
"updateReminderForAllNewInvoices": 125,
"updateReminderForAllNewMeetings": 148,
"updateReminderForAllNewTasks": 247,
"updateReminderForClient": 232,
"updateReminderForClientAppointments": 137,
"updateReminderForClientDetails": 183,
"updateReminderForClientInvoices": 84,
"updateReminderForClientMeetings": 203,
"updateReminderForClientTasks": 145,
"updateReminderForNewAppointments": 52,
"updateReminderForNewInvoices": 24,
"updateReminderForNewMeetings": 110,
"updateReminderForNewTasks": 251,
"updateReminderForUpcomingAppointments": 19,
"updateReminderForUpcomingMeetings": 100,
"updateReminderForUpcomingTasks": 198,
"uploadAuditFileFromPayroll": 165,
"writeInvoiceForAppointment": 197
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 16,
"num_hidden_layers": 24,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.42.4",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 30522
}