TenaliAI-NetBanking v2.3
Browse files- config.json +217 -219
- id2label.json +108 -109
- label2id.json +108 -109
- metrics.json +11 -9
- model.safetensors +2 -2
- quality_report.json +860 -0
- tenaliai_netbanking_metadata.json +162 -141
- training_args.bin +1 -1
config.json
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"id2label": {
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"0": "ACCOUNT_BALANCE_QUERY",
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"1": "ACCOUNT_COUNT_QUERY",
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"2": "ACCOUNT_DETAILS_QUERY",
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"3": "ACCOUNT_LIST_QUERY",
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"5": "ACCOUNT_TYPE_QUERY",
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"6": "ADD_NOTIFICATION",
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"ACCOUNT_STATEMENT_QUERY": 4,
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"ACCOUNT_TYPE_QUERY": 5,
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"ADD_NOTIFICATION": 6,
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"WHAT_CAN_YOU_DO": 115
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_name": "TenaliAI-NetBanking",
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"model_type": "bert",
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"model_version": "v2.
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"id2label": {
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"0": "ACCOUNT_BALANCE_QUERY",
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"1": "ACCOUNT_COUNT_QUERY",
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| 18 |
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"10": "BENEFICIARY_LIST_QUERY",
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"100": "SESSION_TIMEOUT_QUERY",
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"101": "SHOW_LESS",
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"102": "SHOW_MORE",
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"103": "SHOW_NOTIFICATIONS",
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"104": "SIP_DETAILS_QUERY",
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"105": "SIP_LIST_QUERY",
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"106": "SPEAK_FASTER",
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"107": "SPEAK_SLOWER",
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"108": "STOP_SPEAKING",
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"109": "TRANSACTION_DETAILS_QUERY",
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"11": "BILL_DETAILS_QUERY",
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"110": "TRANSFER_FUNDS",
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"111": "TRANSFER_HISTORY_QUERY",
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"112": "TRANSFER_STATUS_QUERY",
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"113": "UPCOMING_BILLS_QUERY",
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"114": "WHAT_CAN_YOU_DO",
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"12": "BILL_PAYMENT_HISTORY_QUERY",
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"13": "BRANCH_QUERY",
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"14": "BUSINESS_DATE_QUERY",
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"15": "CANCEL_CURRENT_ACTIVITY",
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"16": "CHANGE_AVATAR",
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"17": "CHANGE_LANGUAGE",
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"18": "CLOSE_ACCOUNT",
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"19": "CLOSE_BENEFICIARY",
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"2": "ACCOUNT_DETAILS_QUERY",
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"20": "CLOSE_BILLER",
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"21": "CLOSE_DEPOSIT",
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"22": "CLOSE_INVESTMENT",
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"23": "CLOSE_LOAN",
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"24": "CLOSE_RECURRING_DEPOSIT",
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"25": "CONFIRM",
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"26": "CONTACT_SUPPORT",
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"27": "CREATE_ACCOUNT",
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"28": "CREATE_BENEFICIARY",
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"29": "CREATE_BILLER",
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"3": "ACCOUNT_LIST_QUERY",
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"30": "CREATE_BUSINESS_LOAN",
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"31": "CREATE_CREDIT_CARD",
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"32": "CREATE_DEBIT_CARD",
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"33": "CREATE_DEPOSIT",
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"34": "CREATE_EDUCATION_LOAN",
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"35": "CREATE_FOREX_CARD",
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"36": "CREATE_GOLD_LOAN",
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"37": "CREATE_HOME_LOAN",
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"38": "CREATE_INVESTMENT",
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"39": "CREATE_LOAN_AGAINST_PROPERTY",
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"4": "ACCOUNT_STATEMENT_QUERY",
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"40": "CREATE_PERSONAL_LOAN",
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"41": "CREATE_PREPAID_CARD",
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"42": "CREATE_RECURRING_DEPOSIT",
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"43": "CREATE_VEHICLE_LOAN",
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"44": "CREDIT_CARD_DETAILS_QUERY",
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"45": "CREDIT_CARD_LIST_QUERY",
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"46": "CREDIT_CARD_STATEMENT_QUERY",
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"47": "CREDIT_CARD_TRANSACTIONS_QUERY",
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"48": "CURRENT_INTEREST_RATE_QUERY",
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"49": "CUSTOMER_NAME_QUERY",
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"5": "ACCOUNT_TYPE_QUERY",
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"50": "DEBIT_CARD_DETAILS_QUERY",
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"51": "DEBIT_CARD_LIST_QUERY",
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"52": "DEPOSIT_DETAILS_QUERY",
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"53": "DEPOSIT_LIST_QUERY",
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"54": "DEPOSIT_RATES_QUERY",
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"55": "FOREX_CARD_BALANCE_QUERY",
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"56": "FOREX_CARD_LIST_QUERY",
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"57": "GO_TO_DASHBOARD",
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"58": "HELP",
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"59": "IFSC_QUERY",
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"6": "ADD_NOTIFICATION",
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+
"60": "INSIGHT_QUERY",
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+
"61": "INVESTMENTS_QUERY",
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+
"62": "LOAN_APPLICATION_STATUS_QUERY",
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| 91 |
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"63": "LOAN_DETAILS_QUERY",
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+
"64": "LOAN_ELIGIBILITY_QUERY",
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| 93 |
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"65": "LOAN_LIST_QUERY",
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"66": "LOGOUT",
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| 95 |
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"67": "MINI_STATEMENT_QUERY",
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| 96 |
+
"68": "MUTUAL_FUND_DETAILS_QUERY",
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| 97 |
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"69": "NET_SAVINGS_QUERY",
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| 98 |
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"7": "AVAILABLE_BALANCE_QUERY",
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| 99 |
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"70": "NEXT",
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| 100 |
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"71": "PAY_BILL",
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| 101 |
+
"72": "PAY_CREDIT_CARD",
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| 102 |
+
"73": "PENDING_BILLS_QUERY",
|
| 103 |
+
"74": "PERSONAL_FINANCE_TWIN",
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| 104 |
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"75": "PREAPPROVED_LOANS_QUERY",
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| 105 |
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"76": "PREPAID_CARD_BALANCE_QUERY",
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| 106 |
+
"77": "PREPAID_CARD_LIST_QUERY",
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| 107 |
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"78": "PREVIOUS",
|
| 108 |
+
"79": "RECHARGE_DTH",
|
| 109 |
+
"8": "BANK_HOLIDAY_QUERY",
|
| 110 |
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"80": "RECHARGE_MOBILE",
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| 111 |
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"81": "REJECT",
|
| 112 |
+
"82": "REMOVE_NOTIFICATION",
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| 113 |
+
"83": "REPEAT_CURRENT_QUESTION",
|
| 114 |
+
"84": "REPEAT_LAST_RESPONSE",
|
| 115 |
+
"85": "REPORT_PROBLEM",
|
| 116 |
+
"86": "SCREEN_DATA_INSIGHT_QUERY",
|
| 117 |
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"87": "SELECT_OPTION",
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| 118 |
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"88": "SERVICE_ACCOUNT",
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| 119 |
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"89": "SERVICE_BENEFICIARY",
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| 120 |
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"9": "BENEFICIARY_DETAILS_QUERY",
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| 121 |
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"90": "SERVICE_BILLER",
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| 122 |
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"91": "SERVICE_CREDIT_CARD",
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| 123 |
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"92": "SERVICE_CUSTOMER",
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| 124 |
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"93": "SERVICE_DEBIT_CARD",
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| 125 |
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"94": "SERVICE_DEPOSIT",
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| 126 |
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"95": "SERVICE_FOREX_CARD",
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| 127 |
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"96": "SERVICE_INVESTMENT",
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| 128 |
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"97": "SERVICE_LOAN",
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| 129 |
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"98": "SERVICE_PREPAID_CARD",
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| 130 |
+
"99": "SERVICE_TRANSFER"
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| 131 |
},
|
| 132 |
"initializer_range": 0.02,
|
| 133 |
"intermediate_size": 3072,
|
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| 140 |
"ACCOUNT_STATEMENT_QUERY": 4,
|
| 141 |
"ACCOUNT_TYPE_QUERY": 5,
|
| 142 |
"ADD_NOTIFICATION": 6,
|
| 143 |
+
"AVAILABLE_BALANCE_QUERY": 7,
|
| 144 |
+
"BANK_HOLIDAY_QUERY": 8,
|
| 145 |
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"BENEFICIARY_DETAILS_QUERY": 9,
|
| 146 |
+
"BENEFICIARY_LIST_QUERY": 10,
|
| 147 |
+
"BILL_DETAILS_QUERY": 11,
|
| 148 |
+
"BILL_PAYMENT_HISTORY_QUERY": 12,
|
| 149 |
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"BRANCH_QUERY": 13,
|
| 150 |
+
"BUSINESS_DATE_QUERY": 14,
|
| 151 |
+
"CANCEL_CURRENT_ACTIVITY": 15,
|
| 152 |
+
"CHANGE_AVATAR": 16,
|
| 153 |
+
"CHANGE_LANGUAGE": 17,
|
| 154 |
+
"CLOSE_ACCOUNT": 18,
|
| 155 |
+
"CLOSE_BENEFICIARY": 19,
|
| 156 |
+
"CLOSE_BILLER": 20,
|
| 157 |
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"CLOSE_DEPOSIT": 21,
|
| 158 |
+
"CLOSE_INVESTMENT": 22,
|
| 159 |
+
"CLOSE_LOAN": 23,
|
| 160 |
+
"CLOSE_RECURRING_DEPOSIT": 24,
|
| 161 |
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"CONFIRM": 25,
|
| 162 |
+
"CONTACT_SUPPORT": 26,
|
| 163 |
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"CREATE_ACCOUNT": 27,
|
| 164 |
+
"CREATE_BENEFICIARY": 28,
|
| 165 |
+
"CREATE_BILLER": 29,
|
| 166 |
+
"CREATE_BUSINESS_LOAN": 30,
|
| 167 |
+
"CREATE_CREDIT_CARD": 31,
|
| 168 |
+
"CREATE_DEBIT_CARD": 32,
|
| 169 |
+
"CREATE_DEPOSIT": 33,
|
| 170 |
+
"CREATE_EDUCATION_LOAN": 34,
|
| 171 |
+
"CREATE_FOREX_CARD": 35,
|
| 172 |
+
"CREATE_GOLD_LOAN": 36,
|
| 173 |
+
"CREATE_HOME_LOAN": 37,
|
| 174 |
+
"CREATE_INVESTMENT": 38,
|
| 175 |
+
"CREATE_LOAN_AGAINST_PROPERTY": 39,
|
| 176 |
+
"CREATE_PERSONAL_LOAN": 40,
|
| 177 |
+
"CREATE_PREPAID_CARD": 41,
|
| 178 |
+
"CREATE_RECURRING_DEPOSIT": 42,
|
| 179 |
+
"CREATE_VEHICLE_LOAN": 43,
|
| 180 |
+
"CREDIT_CARD_DETAILS_QUERY": 44,
|
| 181 |
+
"CREDIT_CARD_LIST_QUERY": 45,
|
| 182 |
+
"CREDIT_CARD_STATEMENT_QUERY": 46,
|
| 183 |
+
"CREDIT_CARD_TRANSACTIONS_QUERY": 47,
|
| 184 |
+
"CURRENT_INTEREST_RATE_QUERY": 48,
|
| 185 |
+
"CUSTOMER_NAME_QUERY": 49,
|
| 186 |
+
"DEBIT_CARD_DETAILS_QUERY": 50,
|
| 187 |
+
"DEBIT_CARD_LIST_QUERY": 51,
|
| 188 |
+
"DEPOSIT_DETAILS_QUERY": 52,
|
| 189 |
+
"DEPOSIT_LIST_QUERY": 53,
|
| 190 |
+
"DEPOSIT_RATES_QUERY": 54,
|
| 191 |
+
"FOREX_CARD_BALANCE_QUERY": 55,
|
| 192 |
+
"FOREX_CARD_LIST_QUERY": 56,
|
| 193 |
+
"GO_TO_DASHBOARD": 57,
|
| 194 |
+
"HELP": 58,
|
| 195 |
+
"IFSC_QUERY": 59,
|
| 196 |
+
"INSIGHT_QUERY": 60,
|
| 197 |
+
"INVESTMENTS_QUERY": 61,
|
| 198 |
+
"LOAN_APPLICATION_STATUS_QUERY": 62,
|
| 199 |
+
"LOAN_DETAILS_QUERY": 63,
|
| 200 |
+
"LOAN_ELIGIBILITY_QUERY": 64,
|
| 201 |
+
"LOAN_LIST_QUERY": 65,
|
| 202 |
+
"LOGOUT": 66,
|
| 203 |
+
"MINI_STATEMENT_QUERY": 67,
|
| 204 |
+
"MUTUAL_FUND_DETAILS_QUERY": 68,
|
| 205 |
+
"NET_SAVINGS_QUERY": 69,
|
| 206 |
+
"NEXT": 70,
|
| 207 |
+
"PAY_BILL": 71,
|
| 208 |
+
"PAY_CREDIT_CARD": 72,
|
| 209 |
+
"PENDING_BILLS_QUERY": 73,
|
| 210 |
+
"PERSONAL_FINANCE_TWIN": 74,
|
| 211 |
+
"PREAPPROVED_LOANS_QUERY": 75,
|
| 212 |
+
"PREPAID_CARD_BALANCE_QUERY": 76,
|
| 213 |
+
"PREPAID_CARD_LIST_QUERY": 77,
|
| 214 |
+
"PREVIOUS": 78,
|
| 215 |
+
"RECHARGE_DTH": 79,
|
| 216 |
+
"RECHARGE_MOBILE": 80,
|
| 217 |
+
"REJECT": 81,
|
| 218 |
+
"REMOVE_NOTIFICATION": 82,
|
| 219 |
+
"REPEAT_CURRENT_QUESTION": 83,
|
| 220 |
+
"REPEAT_LAST_RESPONSE": 84,
|
| 221 |
+
"REPORT_PROBLEM": 85,
|
| 222 |
+
"SCREEN_DATA_INSIGHT_QUERY": 86,
|
| 223 |
+
"SELECT_OPTION": 87,
|
| 224 |
+
"SERVICE_ACCOUNT": 88,
|
| 225 |
+
"SERVICE_BENEFICIARY": 89,
|
| 226 |
+
"SERVICE_BILLER": 90,
|
| 227 |
+
"SERVICE_CREDIT_CARD": 91,
|
| 228 |
+
"SERVICE_CUSTOMER": 92,
|
| 229 |
+
"SERVICE_DEBIT_CARD": 93,
|
| 230 |
+
"SERVICE_DEPOSIT": 94,
|
| 231 |
+
"SERVICE_FOREX_CARD": 95,
|
| 232 |
+
"SERVICE_INVESTMENT": 96,
|
| 233 |
+
"SERVICE_LOAN": 97,
|
| 234 |
+
"SERVICE_PREPAID_CARD": 98,
|
| 235 |
+
"SERVICE_TRANSFER": 99,
|
| 236 |
+
"SESSION_TIMEOUT_QUERY": 100,
|
| 237 |
+
"SHOW_LESS": 101,
|
| 238 |
+
"SHOW_MORE": 102,
|
| 239 |
+
"SHOW_NOTIFICATIONS": 103,
|
| 240 |
+
"SIP_DETAILS_QUERY": 104,
|
| 241 |
+
"SIP_LIST_QUERY": 105,
|
| 242 |
+
"SPEAK_FASTER": 106,
|
| 243 |
+
"SPEAK_SLOWER": 107,
|
| 244 |
+
"STOP_SPEAKING": 108,
|
| 245 |
+
"TRANSACTION_DETAILS_QUERY": 109,
|
| 246 |
+
"TRANSFER_FUNDS": 110,
|
| 247 |
+
"TRANSFER_HISTORY_QUERY": 111,
|
| 248 |
+
"TRANSFER_STATUS_QUERY": 112,
|
| 249 |
+
"UPCOMING_BILLS_QUERY": 113,
|
| 250 |
+
"WHAT_CAN_YOU_DO": 114
|
|
|
|
| 251 |
},
|
| 252 |
"layer_norm_eps": 1e-12,
|
| 253 |
"max_position_embeddings": 512,
|
| 254 |
"model_name": "TenaliAI-NetBanking",
|
| 255 |
"model_type": "bert",
|
| 256 |
+
"model_version": "v2.3",
|
| 257 |
"num_attention_heads": 12,
|
| 258 |
"num_hidden_layers": 12,
|
| 259 |
"pad_token_id": 0,
|
id2label.json
CHANGED
|
@@ -6,113 +6,112 @@
|
|
| 6 |
"4": "ACCOUNT_STATEMENT_QUERY",
|
| 7 |
"5": "ACCOUNT_TYPE_QUERY",
|
| 8 |
"6": "ADD_NOTIFICATION",
|
| 9 |
-
"7": "
|
| 10 |
-
"8": "
|
| 11 |
-
"9": "
|
| 12 |
-
"10": "
|
| 13 |
-
"11": "
|
| 14 |
-
"12": "
|
| 15 |
-
"13": "
|
| 16 |
-
"14": "
|
| 17 |
-
"15": "
|
| 18 |
-
"16": "
|
| 19 |
-
"17": "
|
| 20 |
-
"18": "
|
| 21 |
-
"19": "
|
| 22 |
-
"20": "
|
| 23 |
-
"21": "
|
| 24 |
-
"22": "
|
| 25 |
-
"23": "
|
| 26 |
-
"24": "
|
| 27 |
-
"25": "
|
| 28 |
-
"26": "
|
| 29 |
-
"27": "
|
| 30 |
-
"28": "
|
| 31 |
-
"29": "
|
| 32 |
-
"30": "
|
| 33 |
-
"31": "
|
| 34 |
-
"32": "
|
| 35 |
-
"33": "
|
| 36 |
-
"34": "
|
| 37 |
-
"35": "
|
| 38 |
-
"36": "
|
| 39 |
-
"37": "
|
| 40 |
-
"38": "
|
| 41 |
-
"39": "
|
| 42 |
-
"40": "
|
| 43 |
-
"41": "
|
| 44 |
-
"42": "
|
| 45 |
-
"43": "
|
| 46 |
-
"44": "
|
| 47 |
-
"45": "
|
| 48 |
-
"46": "
|
| 49 |
-
"47": "
|
| 50 |
-
"48": "
|
| 51 |
-
"49": "
|
| 52 |
-
"50": "
|
| 53 |
-
"51": "
|
| 54 |
-
"52": "
|
| 55 |
-
"53": "
|
| 56 |
-
"54": "
|
| 57 |
-
"55": "
|
| 58 |
-
"56": "
|
| 59 |
-
"57": "
|
| 60 |
-
"58": "
|
| 61 |
-
"59": "
|
| 62 |
-
"60": "
|
| 63 |
-
"61": "
|
| 64 |
-
"62": "
|
| 65 |
-
"63": "
|
| 66 |
-
"64": "
|
| 67 |
-
"65": "
|
| 68 |
-
"66": "
|
| 69 |
-
"67": "
|
| 70 |
-
"68": "
|
| 71 |
-
"69": "
|
| 72 |
-
"70": "
|
| 73 |
-
"71": "
|
| 74 |
-
"72": "
|
| 75 |
-
"73": "
|
| 76 |
-
"74": "
|
| 77 |
-
"75": "
|
| 78 |
-
"76": "
|
| 79 |
-
"77": "
|
| 80 |
-
"78": "
|
| 81 |
-
"79": "
|
| 82 |
-
"80": "
|
| 83 |
-
"81": "
|
| 84 |
-
"82": "
|
| 85 |
-
"83": "
|
| 86 |
-
"84": "
|
| 87 |
-
"85": "
|
| 88 |
-
"86": "
|
| 89 |
-
"87": "
|
| 90 |
-
"88": "
|
| 91 |
-
"89": "
|
| 92 |
-
"90": "
|
| 93 |
-
"91": "
|
| 94 |
-
"92": "
|
| 95 |
-
"93": "
|
| 96 |
-
"94": "
|
| 97 |
-
"95": "
|
| 98 |
-
"96": "
|
| 99 |
-
"97": "
|
| 100 |
-
"98": "
|
| 101 |
-
"99": "
|
| 102 |
-
"100": "
|
| 103 |
-
"101": "
|
| 104 |
-
"102": "
|
| 105 |
-
"103": "
|
| 106 |
-
"104": "
|
| 107 |
-
"105": "
|
| 108 |
-
"106": "
|
| 109 |
-
"107": "
|
| 110 |
-
"108": "
|
| 111 |
-
"109": "
|
| 112 |
-
"110": "
|
| 113 |
-
"111": "
|
| 114 |
-
"112": "
|
| 115 |
-
"113": "
|
| 116 |
-
"114": "
|
| 117 |
-
"115": "WHAT_CAN_YOU_DO"
|
| 118 |
}
|
|
|
|
| 6 |
"4": "ACCOUNT_STATEMENT_QUERY",
|
| 7 |
"5": "ACCOUNT_TYPE_QUERY",
|
| 8 |
"6": "ADD_NOTIFICATION",
|
| 9 |
+
"7": "AVAILABLE_BALANCE_QUERY",
|
| 10 |
+
"8": "BANK_HOLIDAY_QUERY",
|
| 11 |
+
"9": "BENEFICIARY_DETAILS_QUERY",
|
| 12 |
+
"10": "BENEFICIARY_LIST_QUERY",
|
| 13 |
+
"11": "BILL_DETAILS_QUERY",
|
| 14 |
+
"12": "BILL_PAYMENT_HISTORY_QUERY",
|
| 15 |
+
"13": "BRANCH_QUERY",
|
| 16 |
+
"14": "BUSINESS_DATE_QUERY",
|
| 17 |
+
"15": "CANCEL_CURRENT_ACTIVITY",
|
| 18 |
+
"16": "CHANGE_AVATAR",
|
| 19 |
+
"17": "CHANGE_LANGUAGE",
|
| 20 |
+
"18": "CLOSE_ACCOUNT",
|
| 21 |
+
"19": "CLOSE_BENEFICIARY",
|
| 22 |
+
"20": "CLOSE_BILLER",
|
| 23 |
+
"21": "CLOSE_DEPOSIT",
|
| 24 |
+
"22": "CLOSE_INVESTMENT",
|
| 25 |
+
"23": "CLOSE_LOAN",
|
| 26 |
+
"24": "CLOSE_RECURRING_DEPOSIT",
|
| 27 |
+
"25": "CONFIRM",
|
| 28 |
+
"26": "CONTACT_SUPPORT",
|
| 29 |
+
"27": "CREATE_ACCOUNT",
|
| 30 |
+
"28": "CREATE_BENEFICIARY",
|
| 31 |
+
"29": "CREATE_BILLER",
|
| 32 |
+
"30": "CREATE_BUSINESS_LOAN",
|
| 33 |
+
"31": "CREATE_CREDIT_CARD",
|
| 34 |
+
"32": "CREATE_DEBIT_CARD",
|
| 35 |
+
"33": "CREATE_DEPOSIT",
|
| 36 |
+
"34": "CREATE_EDUCATION_LOAN",
|
| 37 |
+
"35": "CREATE_FOREX_CARD",
|
| 38 |
+
"36": "CREATE_GOLD_LOAN",
|
| 39 |
+
"37": "CREATE_HOME_LOAN",
|
| 40 |
+
"38": "CREATE_INVESTMENT",
|
| 41 |
+
"39": "CREATE_LOAN_AGAINST_PROPERTY",
|
| 42 |
+
"40": "CREATE_PERSONAL_LOAN",
|
| 43 |
+
"41": "CREATE_PREPAID_CARD",
|
| 44 |
+
"42": "CREATE_RECURRING_DEPOSIT",
|
| 45 |
+
"43": "CREATE_VEHICLE_LOAN",
|
| 46 |
+
"44": "CREDIT_CARD_DETAILS_QUERY",
|
| 47 |
+
"45": "CREDIT_CARD_LIST_QUERY",
|
| 48 |
+
"46": "CREDIT_CARD_STATEMENT_QUERY",
|
| 49 |
+
"47": "CREDIT_CARD_TRANSACTIONS_QUERY",
|
| 50 |
+
"48": "CURRENT_INTEREST_RATE_QUERY",
|
| 51 |
+
"49": "CUSTOMER_NAME_QUERY",
|
| 52 |
+
"50": "DEBIT_CARD_DETAILS_QUERY",
|
| 53 |
+
"51": "DEBIT_CARD_LIST_QUERY",
|
| 54 |
+
"52": "DEPOSIT_DETAILS_QUERY",
|
| 55 |
+
"53": "DEPOSIT_LIST_QUERY",
|
| 56 |
+
"54": "DEPOSIT_RATES_QUERY",
|
| 57 |
+
"55": "FOREX_CARD_BALANCE_QUERY",
|
| 58 |
+
"56": "FOREX_CARD_LIST_QUERY",
|
| 59 |
+
"57": "GO_TO_DASHBOARD",
|
| 60 |
+
"58": "HELP",
|
| 61 |
+
"59": "IFSC_QUERY",
|
| 62 |
+
"60": "INSIGHT_QUERY",
|
| 63 |
+
"61": "INVESTMENTS_QUERY",
|
| 64 |
+
"62": "LOAN_APPLICATION_STATUS_QUERY",
|
| 65 |
+
"63": "LOAN_DETAILS_QUERY",
|
| 66 |
+
"64": "LOAN_ELIGIBILITY_QUERY",
|
| 67 |
+
"65": "LOAN_LIST_QUERY",
|
| 68 |
+
"66": "LOGOUT",
|
| 69 |
+
"67": "MINI_STATEMENT_QUERY",
|
| 70 |
+
"68": "MUTUAL_FUND_DETAILS_QUERY",
|
| 71 |
+
"69": "NET_SAVINGS_QUERY",
|
| 72 |
+
"70": "NEXT",
|
| 73 |
+
"71": "PAY_BILL",
|
| 74 |
+
"72": "PAY_CREDIT_CARD",
|
| 75 |
+
"73": "PENDING_BILLS_QUERY",
|
| 76 |
+
"74": "PERSONAL_FINANCE_TWIN",
|
| 77 |
+
"75": "PREAPPROVED_LOANS_QUERY",
|
| 78 |
+
"76": "PREPAID_CARD_BALANCE_QUERY",
|
| 79 |
+
"77": "PREPAID_CARD_LIST_QUERY",
|
| 80 |
+
"78": "PREVIOUS",
|
| 81 |
+
"79": "RECHARGE_DTH",
|
| 82 |
+
"80": "RECHARGE_MOBILE",
|
| 83 |
+
"81": "REJECT",
|
| 84 |
+
"82": "REMOVE_NOTIFICATION",
|
| 85 |
+
"83": "REPEAT_CURRENT_QUESTION",
|
| 86 |
+
"84": "REPEAT_LAST_RESPONSE",
|
| 87 |
+
"85": "REPORT_PROBLEM",
|
| 88 |
+
"86": "SCREEN_DATA_INSIGHT_QUERY",
|
| 89 |
+
"87": "SELECT_OPTION",
|
| 90 |
+
"88": "SERVICE_ACCOUNT",
|
| 91 |
+
"89": "SERVICE_BENEFICIARY",
|
| 92 |
+
"90": "SERVICE_BILLER",
|
| 93 |
+
"91": "SERVICE_CREDIT_CARD",
|
| 94 |
+
"92": "SERVICE_CUSTOMER",
|
| 95 |
+
"93": "SERVICE_DEBIT_CARD",
|
| 96 |
+
"94": "SERVICE_DEPOSIT",
|
| 97 |
+
"95": "SERVICE_FOREX_CARD",
|
| 98 |
+
"96": "SERVICE_INVESTMENT",
|
| 99 |
+
"97": "SERVICE_LOAN",
|
| 100 |
+
"98": "SERVICE_PREPAID_CARD",
|
| 101 |
+
"99": "SERVICE_TRANSFER",
|
| 102 |
+
"100": "SESSION_TIMEOUT_QUERY",
|
| 103 |
+
"101": "SHOW_LESS",
|
| 104 |
+
"102": "SHOW_MORE",
|
| 105 |
+
"103": "SHOW_NOTIFICATIONS",
|
| 106 |
+
"104": "SIP_DETAILS_QUERY",
|
| 107 |
+
"105": "SIP_LIST_QUERY",
|
| 108 |
+
"106": "SPEAK_FASTER",
|
| 109 |
+
"107": "SPEAK_SLOWER",
|
| 110 |
+
"108": "STOP_SPEAKING",
|
| 111 |
+
"109": "TRANSACTION_DETAILS_QUERY",
|
| 112 |
+
"110": "TRANSFER_FUNDS",
|
| 113 |
+
"111": "TRANSFER_HISTORY_QUERY",
|
| 114 |
+
"112": "TRANSFER_STATUS_QUERY",
|
| 115 |
+
"113": "UPCOMING_BILLS_QUERY",
|
| 116 |
+
"114": "WHAT_CAN_YOU_DO"
|
|
|
|
| 117 |
}
|
label2id.json
CHANGED
|
@@ -6,113 +6,112 @@
|
|
| 6 |
"ACCOUNT_STATEMENT_QUERY": 4,
|
| 7 |
"ACCOUNT_TYPE_QUERY": 5,
|
| 8 |
"ADD_NOTIFICATION": 6,
|
| 9 |
-
"
|
| 10 |
-
"
|
| 11 |
-
"
|
| 12 |
-
"
|
| 13 |
-
"
|
| 14 |
-
"
|
| 15 |
-
"
|
| 16 |
-
"
|
| 17 |
-
"
|
| 18 |
-
"
|
| 19 |
-
"
|
| 20 |
-
"
|
| 21 |
-
"
|
| 22 |
-
"
|
| 23 |
-
"
|
| 24 |
-
"
|
| 25 |
-
"
|
| 26 |
-
"
|
| 27 |
-
"
|
| 28 |
-
"
|
| 29 |
-
"
|
| 30 |
-
"
|
| 31 |
-
"
|
| 32 |
-
"
|
| 33 |
-
"
|
| 34 |
-
"
|
| 35 |
-
"
|
| 36 |
-
"
|
| 37 |
-
"
|
| 38 |
-
"
|
| 39 |
-
"
|
| 40 |
-
"
|
| 41 |
-
"
|
| 42 |
-
"
|
| 43 |
-
"
|
| 44 |
-
"
|
| 45 |
-
"
|
| 46 |
-
"
|
| 47 |
-
"
|
| 48 |
-
"
|
| 49 |
-
"
|
| 50 |
-
"
|
| 51 |
-
"
|
| 52 |
-
"
|
| 53 |
-
"
|
| 54 |
-
"
|
| 55 |
-
"
|
| 56 |
-
"
|
| 57 |
-
"
|
| 58 |
-
"
|
| 59 |
-
"
|
| 60 |
-
"
|
| 61 |
-
"
|
| 62 |
-
"
|
| 63 |
-
"
|
| 64 |
-
"
|
| 65 |
-
"
|
| 66 |
-
"
|
| 67 |
-
"
|
| 68 |
-
"
|
| 69 |
-
"
|
| 70 |
-
"
|
| 71 |
-
"
|
| 72 |
-
"
|
| 73 |
-
"
|
| 74 |
-
"
|
| 75 |
-
"
|
| 76 |
-
"
|
| 77 |
-
"
|
| 78 |
-
"
|
| 79 |
-
"
|
| 80 |
-
"
|
| 81 |
-
"
|
| 82 |
-
"
|
| 83 |
-
"
|
| 84 |
-
"
|
| 85 |
-
"
|
| 86 |
-
"
|
| 87 |
-
"
|
| 88 |
-
"
|
| 89 |
-
"
|
| 90 |
-
"
|
| 91 |
-
"
|
| 92 |
-
"
|
| 93 |
-
"
|
| 94 |
-
"
|
| 95 |
-
"
|
| 96 |
-
"
|
| 97 |
-
"
|
| 98 |
-
"
|
| 99 |
-
"
|
| 100 |
-
"
|
| 101 |
-
"
|
| 102 |
-
"
|
| 103 |
-
"
|
| 104 |
-
"
|
| 105 |
-
"
|
| 106 |
-
"
|
| 107 |
-
"
|
| 108 |
-
"
|
| 109 |
-
"
|
| 110 |
-
"
|
| 111 |
-
"
|
| 112 |
-
"
|
| 113 |
-
"
|
| 114 |
-
"
|
| 115 |
-
"
|
| 116 |
-
"
|
| 117 |
-
"WHAT_CAN_YOU_DO": 115
|
| 118 |
}
|
|
|
|
| 6 |
"ACCOUNT_STATEMENT_QUERY": 4,
|
| 7 |
"ACCOUNT_TYPE_QUERY": 5,
|
| 8 |
"ADD_NOTIFICATION": 6,
|
| 9 |
+
"AVAILABLE_BALANCE_QUERY": 7,
|
| 10 |
+
"BANK_HOLIDAY_QUERY": 8,
|
| 11 |
+
"BENEFICIARY_DETAILS_QUERY": 9,
|
| 12 |
+
"BENEFICIARY_LIST_QUERY": 10,
|
| 13 |
+
"BILL_DETAILS_QUERY": 11,
|
| 14 |
+
"BILL_PAYMENT_HISTORY_QUERY": 12,
|
| 15 |
+
"BRANCH_QUERY": 13,
|
| 16 |
+
"BUSINESS_DATE_QUERY": 14,
|
| 17 |
+
"CANCEL_CURRENT_ACTIVITY": 15,
|
| 18 |
+
"CHANGE_AVATAR": 16,
|
| 19 |
+
"CHANGE_LANGUAGE": 17,
|
| 20 |
+
"CLOSE_ACCOUNT": 18,
|
| 21 |
+
"CLOSE_BENEFICIARY": 19,
|
| 22 |
+
"CLOSE_BILLER": 20,
|
| 23 |
+
"CLOSE_DEPOSIT": 21,
|
| 24 |
+
"CLOSE_INVESTMENT": 22,
|
| 25 |
+
"CLOSE_LOAN": 23,
|
| 26 |
+
"CLOSE_RECURRING_DEPOSIT": 24,
|
| 27 |
+
"CONFIRM": 25,
|
| 28 |
+
"CONTACT_SUPPORT": 26,
|
| 29 |
+
"CREATE_ACCOUNT": 27,
|
| 30 |
+
"CREATE_BENEFICIARY": 28,
|
| 31 |
+
"CREATE_BILLER": 29,
|
| 32 |
+
"CREATE_BUSINESS_LOAN": 30,
|
| 33 |
+
"CREATE_CREDIT_CARD": 31,
|
| 34 |
+
"CREATE_DEBIT_CARD": 32,
|
| 35 |
+
"CREATE_DEPOSIT": 33,
|
| 36 |
+
"CREATE_EDUCATION_LOAN": 34,
|
| 37 |
+
"CREATE_FOREX_CARD": 35,
|
| 38 |
+
"CREATE_GOLD_LOAN": 36,
|
| 39 |
+
"CREATE_HOME_LOAN": 37,
|
| 40 |
+
"CREATE_INVESTMENT": 38,
|
| 41 |
+
"CREATE_LOAN_AGAINST_PROPERTY": 39,
|
| 42 |
+
"CREATE_PERSONAL_LOAN": 40,
|
| 43 |
+
"CREATE_PREPAID_CARD": 41,
|
| 44 |
+
"CREATE_RECURRING_DEPOSIT": 42,
|
| 45 |
+
"CREATE_VEHICLE_LOAN": 43,
|
| 46 |
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"CREDIT_CARD_DETAILS_QUERY": 44,
|
| 47 |
+
"CREDIT_CARD_LIST_QUERY": 45,
|
| 48 |
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"CREDIT_CARD_STATEMENT_QUERY": 46,
|
| 49 |
+
"CREDIT_CARD_TRANSACTIONS_QUERY": 47,
|
| 50 |
+
"CURRENT_INTEREST_RATE_QUERY": 48,
|
| 51 |
+
"CUSTOMER_NAME_QUERY": 49,
|
| 52 |
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"DEBIT_CARD_DETAILS_QUERY": 50,
|
| 53 |
+
"DEBIT_CARD_LIST_QUERY": 51,
|
| 54 |
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"DEPOSIT_DETAILS_QUERY": 52,
|
| 55 |
+
"DEPOSIT_LIST_QUERY": 53,
|
| 56 |
+
"DEPOSIT_RATES_QUERY": 54,
|
| 57 |
+
"FOREX_CARD_BALANCE_QUERY": 55,
|
| 58 |
+
"FOREX_CARD_LIST_QUERY": 56,
|
| 59 |
+
"GO_TO_DASHBOARD": 57,
|
| 60 |
+
"HELP": 58,
|
| 61 |
+
"IFSC_QUERY": 59,
|
| 62 |
+
"INSIGHT_QUERY": 60,
|
| 63 |
+
"INVESTMENTS_QUERY": 61,
|
| 64 |
+
"LOAN_APPLICATION_STATUS_QUERY": 62,
|
| 65 |
+
"LOAN_DETAILS_QUERY": 63,
|
| 66 |
+
"LOAN_ELIGIBILITY_QUERY": 64,
|
| 67 |
+
"LOAN_LIST_QUERY": 65,
|
| 68 |
+
"LOGOUT": 66,
|
| 69 |
+
"MINI_STATEMENT_QUERY": 67,
|
| 70 |
+
"MUTUAL_FUND_DETAILS_QUERY": 68,
|
| 71 |
+
"NET_SAVINGS_QUERY": 69,
|
| 72 |
+
"NEXT": 70,
|
| 73 |
+
"PAY_BILL": 71,
|
| 74 |
+
"PAY_CREDIT_CARD": 72,
|
| 75 |
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"PENDING_BILLS_QUERY": 73,
|
| 76 |
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"PERSONAL_FINANCE_TWIN": 74,
|
| 77 |
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"PREAPPROVED_LOANS_QUERY": 75,
|
| 78 |
+
"PREPAID_CARD_BALANCE_QUERY": 76,
|
| 79 |
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"PREPAID_CARD_LIST_QUERY": 77,
|
| 80 |
+
"PREVIOUS": 78,
|
| 81 |
+
"RECHARGE_DTH": 79,
|
| 82 |
+
"RECHARGE_MOBILE": 80,
|
| 83 |
+
"REJECT": 81,
|
| 84 |
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"REMOVE_NOTIFICATION": 82,
|
| 85 |
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"REPEAT_CURRENT_QUESTION": 83,
|
| 86 |
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"REPEAT_LAST_RESPONSE": 84,
|
| 87 |
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"REPORT_PROBLEM": 85,
|
| 88 |
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"SCREEN_DATA_INSIGHT_QUERY": 86,
|
| 89 |
+
"SELECT_OPTION": 87,
|
| 90 |
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"SERVICE_ACCOUNT": 88,
|
| 91 |
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"SERVICE_BENEFICIARY": 89,
|
| 92 |
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"SERVICE_BILLER": 90,
|
| 93 |
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"SERVICE_CREDIT_CARD": 91,
|
| 94 |
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"SERVICE_CUSTOMER": 92,
|
| 95 |
+
"SERVICE_DEBIT_CARD": 93,
|
| 96 |
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"SERVICE_DEPOSIT": 94,
|
| 97 |
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"SERVICE_FOREX_CARD": 95,
|
| 98 |
+
"SERVICE_INVESTMENT": 96,
|
| 99 |
+
"SERVICE_LOAN": 97,
|
| 100 |
+
"SERVICE_PREPAID_CARD": 98,
|
| 101 |
+
"SERVICE_TRANSFER": 99,
|
| 102 |
+
"SESSION_TIMEOUT_QUERY": 100,
|
| 103 |
+
"SHOW_LESS": 101,
|
| 104 |
+
"SHOW_MORE": 102,
|
| 105 |
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"SHOW_NOTIFICATIONS": 103,
|
| 106 |
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"SIP_DETAILS_QUERY": 104,
|
| 107 |
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"SIP_LIST_QUERY": 105,
|
| 108 |
+
"SPEAK_FASTER": 106,
|
| 109 |
+
"SPEAK_SLOWER": 107,
|
| 110 |
+
"STOP_SPEAKING": 108,
|
| 111 |
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"TRANSACTION_DETAILS_QUERY": 109,
|
| 112 |
+
"TRANSFER_FUNDS": 110,
|
| 113 |
+
"TRANSFER_HISTORY_QUERY": 111,
|
| 114 |
+
"TRANSFER_STATUS_QUERY": 112,
|
| 115 |
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"UPCOMING_BILLS_QUERY": 113,
|
| 116 |
+
"WHAT_CAN_YOU_DO": 114
|
|
|
|
| 117 |
}
|
metrics.json
CHANGED
|
@@ -1,11 +1,13 @@
|
|
| 1 |
{
|
| 2 |
-
"test_loss": 0.
|
| 3 |
-
"test_accuracy": 0.
|
| 4 |
-
"test_macro_precision": 0.
|
| 5 |
-
"test_macro_recall": 0.
|
| 6 |
-
"test_macro_f1": 0.
|
| 7 |
-
"
|
| 8 |
-
"
|
| 9 |
-
"
|
| 10 |
-
"
|
|
|
|
|
|
|
| 11 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"test_loss": 0.0838213786482811,
|
| 3 |
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"test_accuracy": 0.9996476391825229,
|
| 4 |
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"test_macro_precision": 0.9996739026644912,
|
| 5 |
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"test_macro_recall": 0.999669680829101,
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| 6 |
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"test_macro_f1": 0.9996698619757386,
|
| 7 |
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"test_weighted_f1": 0.9996476254682233,
|
| 8 |
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"test_minimum_intent_recall": 0.9829059829059829,
|
| 9 |
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"test_runtime": 5.3024,
|
| 10 |
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"test_samples_per_second": 2676.125,
|
| 11 |
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"test_steps_per_second": 6.978,
|
| 12 |
+
"epoch": 5.0
|
| 13 |
}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:
|
| 3 |
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size
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:d9ba9acff75d56ceac752952723e9d9d035970fbc90d0a5726439f720c5a19ee
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| 3 |
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size 950602188
|
quality_report.json
ADDED
|
@@ -0,0 +1,860 @@
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 689 |
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| 690 |
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| 691 |
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|
| 696 |
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| 697 |
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|
| 698 |
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|
| 699 |
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| 700 |
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| 701 |
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|
| 703 |
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| 704 |
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| 705 |
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| 706 |
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| 707 |
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| 708 |
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| 709 |
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| 711 |
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| 712 |
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| 713 |
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|
| 714 |
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| 715 |
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| 716 |
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|
| 717 |
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| 718 |
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|
| 719 |
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| 720 |
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| 721 |
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| 722 |
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| 723 |
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|
| 724 |
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|
| 725 |
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|
| 726 |
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| 727 |
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| 728 |
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| 729 |
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| 730 |
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|
| 731 |
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| 732 |
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| 733 |
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| 734 |
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| 735 |
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| 736 |
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| 738 |
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| 739 |
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| 740 |
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|
| 741 |
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|
| 742 |
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| 743 |
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| 749 |
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| 754 |
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| 755 |
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|
| 759 |
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| 760 |
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|
| 761 |
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|
| 762 |
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|
| 766 |
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| 767 |
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|
| 768 |
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|
| 769 |
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| 770 |
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| 774 |
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| 775 |
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| 776 |
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| 778 |
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| 779 |
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|
| 780 |
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|
| 781 |
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|
| 782 |
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| 783 |
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| 785 |
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|
| 787 |
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|
| 788 |
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|
| 789 |
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|
| 790 |
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|
| 791 |
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| 792 |
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|
| 794 |
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|
| 795 |
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|
| 796 |
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|
| 797 |
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|
| 798 |
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|
| 799 |
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|
| 800 |
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|
| 801 |
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|
| 802 |
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|
| 803 |
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|
| 804 |
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|
| 805 |
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|
| 806 |
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|
| 807 |
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|
| 808 |
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| 809 |
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|
| 810 |
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|
| 811 |
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|
| 812 |
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| 813 |
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| 814 |
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|
| 815 |
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|
| 816 |
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{
|
| 817 |
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|
| 818 |
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|
| 819 |
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|
| 820 |
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|
| 821 |
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|
| 822 |
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},
|
| 823 |
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{
|
| 824 |
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|
| 825 |
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|
| 826 |
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|
| 827 |
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|
| 828 |
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|
| 829 |
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|
| 830 |
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{
|
| 831 |
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|
| 832 |
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|
| 833 |
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|
| 834 |
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|
| 835 |
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|
| 836 |
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}
|
| 837 |
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],
|
| 838 |
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|
| 839 |
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{
|
| 840 |
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"actual_intent": "NET_SAVINGS_QUERY",
|
| 841 |
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|
| 842 |
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"count": 2
|
| 843 |
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},
|
| 844 |
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{
|
| 845 |
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|
| 846 |
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|
| 847 |
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"count": 1
|
| 848 |
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},
|
| 849 |
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{
|
| 850 |
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|
| 851 |
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|
| 852 |
+
"count": 1
|
| 853 |
+
},
|
| 854 |
+
{
|
| 855 |
+
"actual_intent": "CLOSE_BENEFICIARY",
|
| 856 |
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|
| 857 |
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"count": 1
|
| 858 |
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}
|
| 859 |
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]
|
| 860 |
+
}
|
tenaliai_netbanking_metadata.json
CHANGED
|
@@ -1,163 +1,184 @@
|
|
| 1 |
{
|
| 2 |
"name": "TenaliAI-NetBanking",
|
| 3 |
-
"version": "v2.
|
| 4 |
"task": "intent",
|
| 5 |
"base_model": "google/muril-base-cased",
|
| 6 |
-
"dataset_sha256": "
|
| 7 |
"dataset_stats": {
|
| 8 |
-
"sample_count":
|
| 9 |
"intent_counts": {
|
| 10 |
-
"ACCOUNT_BALANCE_QUERY":
|
| 11 |
-
"ACCOUNT_COUNT_QUERY":
|
| 12 |
-
"BUSINESS_DATE_QUERY":
|
| 13 |
-
"AVAILABLE_BALANCE_QUERY":
|
| 14 |
-
"ACCOUNT_TYPE_QUERY":
|
| 15 |
-
"CUSTOMER_NAME_QUERY":
|
| 16 |
-
"BRANCH_QUERY":
|
| 17 |
-
"IFSC_QUERY":
|
| 18 |
-
"BANK_HOLIDAY_QUERY":
|
| 19 |
-
"CURRENT_INTEREST_RATE_QUERY":
|
| 20 |
-
"HELP":
|
| 21 |
-
"WHAT_CAN_YOU_DO":
|
| 22 |
-
"REPEAT_LAST_RESPONSE":
|
| 23 |
-
"REPEAT_CURRENT_QUESTION":
|
| 24 |
-
"CHANGE_LANGUAGE":
|
| 25 |
-
"CHANGE_AVATAR":
|
| 26 |
-
"SPEAK_SLOWER":
|
| 27 |
-
"SPEAK_FASTER":
|
| 28 |
-
"STOP_SPEAKING":
|
| 29 |
-
"GO_TO_DASHBOARD":
|
| 30 |
-
"LOGOUT":
|
| 31 |
-
"CANCEL_CURRENT_ACTIVITY":
|
| 32 |
-
"CONTACT_SUPPORT":
|
| 33 |
-
"REPORT_PROBLEM":
|
| 34 |
-
"SESSION_TIMEOUT_QUERY":
|
| 35 |
-
"SHOW_MORE":
|
| 36 |
-
"SHOW_LESS":
|
| 37 |
-
"ADD_NOTIFICATION":
|
| 38 |
-
"REMOVE_NOTIFICATION":
|
| 39 |
-
"SHOW_NOTIFICATIONS":
|
| 40 |
-
"NEXT":
|
| 41 |
-
"PREVIOUS":
|
| 42 |
-
"
|
| 43 |
-
"
|
| 44 |
-
"
|
| 45 |
-
"
|
| 46 |
-
"
|
| 47 |
-
"
|
| 48 |
-
"
|
| 49 |
-
"
|
| 50 |
-
"
|
| 51 |
-
"
|
| 52 |
-
"
|
| 53 |
-
"
|
| 54 |
-
"
|
| 55 |
-
"
|
| 56 |
-
"
|
| 57 |
-
"
|
| 58 |
-
"
|
| 59 |
-
"
|
| 60 |
-
"
|
| 61 |
-
"
|
| 62 |
-
"
|
| 63 |
-
"
|
| 64 |
-
"
|
| 65 |
-
"
|
| 66 |
-
"
|
| 67 |
-
"
|
| 68 |
-
"
|
| 69 |
-
"
|
| 70 |
-
"
|
| 71 |
-
"
|
| 72 |
-
"
|
| 73 |
-
"
|
| 74 |
-
"
|
| 75 |
-
"
|
| 76 |
-
"
|
| 77 |
-
"
|
| 78 |
-
"
|
| 79 |
-
"
|
| 80 |
-
"
|
| 81 |
-
"
|
| 82 |
-
"
|
| 83 |
-
"
|
| 84 |
-
"
|
| 85 |
-
"
|
| 86 |
-
"
|
| 87 |
-
"
|
| 88 |
-
"
|
| 89 |
-
"
|
| 90 |
-
"
|
| 91 |
-
"
|
| 92 |
-
"
|
| 93 |
-
"
|
| 94 |
-
"
|
| 95 |
-
"
|
| 96 |
-
"
|
| 97 |
-
"
|
| 98 |
-
"
|
| 99 |
-
"
|
| 100 |
-
"
|
| 101 |
-
"
|
| 102 |
-
"
|
| 103 |
-
"
|
| 104 |
-
"
|
| 105 |
-
"
|
| 106 |
-
"
|
| 107 |
-
"
|
| 108 |
-
"
|
| 109 |
-
"
|
| 110 |
-
"
|
| 111 |
-
"
|
| 112 |
-
"
|
| 113 |
-
"
|
| 114 |
-
"
|
| 115 |
-
"
|
| 116 |
-
"
|
| 117 |
-
"
|
| 118 |
-
"
|
| 119 |
-
"
|
| 120 |
-
"
|
| 121 |
-
"
|
| 122 |
-
"
|
| 123 |
-
"
|
| 124 |
-
"
|
| 125 |
-
"SELECT_OPTION": 845
|
| 126 |
},
|
| 127 |
"locale_counts": {
|
| 128 |
-
"en-IN":
|
| 129 |
-
"hi-IN":
|
| 130 |
-
"mr-IN":
|
| 131 |
-
"gu-IN":
|
| 132 |
-
"ta-IN":
|
| 133 |
-
"te-IN":
|
| 134 |
-
"ml-IN":
|
| 135 |
-
"pa-IN":
|
| 136 |
-
"kn-IN":
|
| 137 |
-
"bn-IN":
|
| 138 |
-
"or-IN":
|
| 139 |
-
"ur-IN":
|
| 140 |
-
"as-IN":
|
| 141 |
},
|
| 142 |
"source_counts": {
|
| 143 |
-
"CATALOGUE":
|
| 144 |
-
"CANONICAL_AUGMENTATION": 76985
|
| 145 |
},
|
|
|
|
|
|
|
| 146 |
"excluded_issue_count": 0,
|
| 147 |
-
"train_count":
|
| 148 |
-
"validation_count":
|
| 149 |
-
"test_count":
|
| 150 |
-
"intent_count":
|
| 151 |
"locale_count": 13
|
| 152 |
},
|
| 153 |
"compute": {
|
| 154 |
-
"requested_device": "
|
| 155 |
"resolved_device": "cuda",
|
| 156 |
"device_name": "NVIDIA GeForce RTX 4090",
|
| 157 |
"device_count": 2,
|
| 158 |
"cuda_available": true,
|
| 159 |
"mps_built": false,
|
| 160 |
-
"mps_available": false
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 161 |
},
|
| 162 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 163 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"name": "TenaliAI-NetBanking",
|
| 3 |
+
"version": "v2.3",
|
| 4 |
"task": "intent",
|
| 5 |
"base_model": "google/muril-base-cased",
|
| 6 |
+
"dataset_sha256": "ea478b1f15de9de4cbd095fcb21284ff5e636a4a8ceadd2ec48900f4208bd930",
|
| 7 |
"dataset_stats": {
|
| 8 |
+
"sample_count": 141954,
|
| 9 |
"intent_counts": {
|
| 10 |
+
"ACCOUNT_BALANCE_QUERY": 1170,
|
| 11 |
+
"ACCOUNT_COUNT_QUERY": 1170,
|
| 12 |
+
"BUSINESS_DATE_QUERY": 1170,
|
| 13 |
+
"AVAILABLE_BALANCE_QUERY": 1170,
|
| 14 |
+
"ACCOUNT_TYPE_QUERY": 1170,
|
| 15 |
+
"CUSTOMER_NAME_QUERY": 1170,
|
| 16 |
+
"BRANCH_QUERY": 1170,
|
| 17 |
+
"IFSC_QUERY": 1170,
|
| 18 |
+
"BANK_HOLIDAY_QUERY": 1170,
|
| 19 |
+
"CURRENT_INTEREST_RATE_QUERY": 1170,
|
| 20 |
+
"HELP": 1170,
|
| 21 |
+
"WHAT_CAN_YOU_DO": 1170,
|
| 22 |
+
"REPEAT_LAST_RESPONSE": 1170,
|
| 23 |
+
"REPEAT_CURRENT_QUESTION": 1170,
|
| 24 |
+
"CHANGE_LANGUAGE": 1170,
|
| 25 |
+
"CHANGE_AVATAR": 1170,
|
| 26 |
+
"SPEAK_SLOWER": 1170,
|
| 27 |
+
"SPEAK_FASTER": 1170,
|
| 28 |
+
"STOP_SPEAKING": 1170,
|
| 29 |
+
"GO_TO_DASHBOARD": 1170,
|
| 30 |
+
"LOGOUT": 1170,
|
| 31 |
+
"CANCEL_CURRENT_ACTIVITY": 1625,
|
| 32 |
+
"CONTACT_SUPPORT": 1170,
|
| 33 |
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"REPORT_PROBLEM": 1170,
|
| 34 |
+
"SESSION_TIMEOUT_QUERY": 1170,
|
| 35 |
+
"SHOW_MORE": 1170,
|
| 36 |
+
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|
| 37 |
+
"ADD_NOTIFICATION": 2656,
|
| 38 |
+
"REMOVE_NOTIFICATION": 1625,
|
| 39 |
+
"SHOW_NOTIFICATIONS": 1628,
|
| 40 |
+
"NEXT": 1170,
|
| 41 |
+
"PREVIOUS": 1170,
|
| 42 |
+
"ACCOUNT_LIST_QUERY": 1170,
|
| 43 |
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"ACCOUNT_DETAILS_QUERY": 1170,
|
| 44 |
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"ACCOUNT_STATEMENT_QUERY": 1170,
|
| 45 |
+
"TRANSACTION_DETAILS_QUERY": 1170,
|
| 46 |
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"MINI_STATEMENT_QUERY": 1170,
|
| 47 |
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"DEPOSIT_LIST_QUERY": 1170,
|
| 48 |
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"DEPOSIT_DETAILS_QUERY": 1170,
|
| 49 |
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"DEPOSIT_RATES_QUERY": 1170,
|
| 50 |
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"PENDING_BILLS_QUERY": 1170,
|
| 51 |
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"BILL_DETAILS_QUERY": 1625,
|
| 52 |
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"BILL_PAYMENT_HISTORY_QUERY": 1625,
|
| 53 |
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"UPCOMING_BILLS_QUERY": 1170,
|
| 54 |
+
"BENEFICIARY_LIST_QUERY": 1170,
|
| 55 |
+
"BENEFICIARY_DETAILS_QUERY": 1170,
|
| 56 |
+
"TRANSFER_HISTORY_QUERY": 1170,
|
| 57 |
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"TRANSFER_STATUS_QUERY": 1170,
|
| 58 |
+
"LOAN_LIST_QUERY": 1170,
|
| 59 |
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"LOAN_DETAILS_QUERY": 1170,
|
| 60 |
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"LOAN_ELIGIBILITY_QUERY": 1170,
|
| 61 |
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"LOAN_APPLICATION_STATUS_QUERY": 1170,
|
| 62 |
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"PREAPPROVED_LOANS_QUERY": 1170,
|
| 63 |
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"CREDIT_CARD_LIST_QUERY": 1170,
|
| 64 |
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"CREDIT_CARD_DETAILS_QUERY": 1170,
|
| 65 |
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"CREDIT_CARD_STATEMENT_QUERY": 1170,
|
| 66 |
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"CREDIT_CARD_TRANSACTIONS_QUERY": 1170,
|
| 67 |
+
"DEBIT_CARD_LIST_QUERY": 1170,
|
| 68 |
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"DEBIT_CARD_DETAILS_QUERY": 1170,
|
| 69 |
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"FOREX_CARD_LIST_QUERY": 1170,
|
| 70 |
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"FOREX_CARD_BALANCE_QUERY": 1170,
|
| 71 |
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"PREPAID_CARD_LIST_QUERY": 1170,
|
| 72 |
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| 184 |
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|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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| 3 |
size 4856
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size 4856
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