End of training

README.md

@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1333
+- Loss: 0.1477
 
 ## Model description
 
@@ -47,16 +47,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| No log        | 1.0   | 182  | 3.2354          |
-| No log        | 2.0   | 364  | 2.0115          |
-| 2.9164        | 3.0   | 546  | 1.1378          |
-| 2.9164        | 4.0   | 728  | 0.5964          |
-| 2.9164        | 5.0   | 910  | 0.3360          |
-| 0.7007        | 6.0   | 1092 | 0.2299          |
-| 0.7007        | 7.0   | 1274 | 0.1859          |
-| 0.7007        | 8.0   | 1456 | 0.1582          |
-| 0.1873        | 9.0   | 1638 | 0.1538          |
-| 0.1873        | 10.0  | 1820 | 0.1333          |
+| No log        | 1.0   | 185  | 3.1333          |
+| No log        | 2.0   | 370  | 1.8618          |
+| 2.8478        | 3.0   | 555  | 1.0134          |
+| 2.8478        | 4.0   | 740  | 0.5344          |
+| 2.8478        | 5.0   | 925  | 0.3006          |
+| 0.6779        | 6.0   | 1110 | 0.1989          |
+| 0.6779        | 7.0   | 1295 | 0.1693          |
+| 0.6779        | 8.0   | 1480 | 0.1491          |
+| 0.1799        | 9.0   | 1665 | 0.1477          |
+| 0.1799        | 10.0  | 1850 | 0.1545          |
 
 
 ### Framework versions

config.json

@@ -32,56 +32,56 @@
     "19": "car_insurance_kn",
     "20": "car_insurance_mr",
     "21": "change_contact_info",
-    "22": "debit_card_details",
-    "23": "delete_beneficiary",
-    "24": "fd_details",
-    "25": "fd_rate",
-    "26": "fd_rate_large_amount",
-    "27": "funds_transfer",
-    "28": "funds_transfer_direct",
-    "29": "funds_transfer_direct_hi",
-    "30": "funds_transfer_direct_kn",
-    "31": "funds_transfer_direct_mr",
-    "32": "funds_transfer_other_bank",
-    "33": "funds_transfer_own_account",
-    "34": "funds_transfer_status",
-    "35": "funds_transfer_third_party",
-    "36": "gst_payment",
-    "37": "health_insurance",
-    "38": "health_insurance_hi",
-    "39": "health_insurance_kn",
-    "40": "health_insurance_mr",
-    "41": "investment_details",
-    "42": "investment_details_hi",
-    "43": "investment_details_kn",
-    "44": "investment_details_mr",
-    "45": "list_accounts",
-    "46": "list_beneficiary",
-    "47": "list_billers",
-    "48": "list_fd",
-    "49": "list_investments",
-    "50": "list_loans",
-    "51": "loan_details",
-    "52": "nrv_details",
-    "53": "open_account",
-    "54": "pending_authorization",
-    "55": "pin_change",
-    "56": "raise_request",
-    "57": "rd_details",
-    "58": "rd_rate",
-    "59": "request_status",
-    "60": "saving_interest_rate",
-    "61": "send_money_abroad",
-    "62": "ss_fd_rate",
-    "63": "ss_rd_rate",
-    "64": "transaction_history",
-    "65": "transaction_limit",
-    "66": "travel_insurance",
-    "67": "travel_insurance_hi",
-    "68": "travel_insurance_kn",
-    "69": "travel_insurance_mr",
-    "70": "update_beneficiary",
-    "71": "zzzLABEL_71",
+    "22": "credit_card_apply",
+    "23": "debit_card_details",
+    "24": "delete_beneficiary",
+    "25": "fd_details",
+    "26": "fd_rate",
+    "27": "fd_rate_large_amount",
+    "28": "funds_transfer",
+    "29": "funds_transfer_direct",
+    "30": "funds_transfer_direct_hi",
+    "31": "funds_transfer_direct_kn",
+    "32": "funds_transfer_direct_mr",
+    "33": "funds_transfer_other_bank",
+    "34": "funds_transfer_own_account",
+    "35": "funds_transfer_status",
+    "36": "funds_transfer_third_party",
+    "37": "gst_payment",
+    "38": "health_insurance",
+    "39": "health_insurance_hi",
+    "40": "health_insurance_kn",
+    "41": "health_insurance_mr",
+    "42": "investment_details",
+    "43": "investment_details_hi",
+    "44": "investment_details_kn",
+    "45": "investment_details_mr",
+    "46": "list_accounts",
+    "47": "list_beneficiary",
+    "48": "list_billers",
+    "49": "list_fd",
+    "50": "list_investments",
+    "51": "list_loans",
+    "52": "loan_details",
+    "53": "nrv_details",
+    "54": "open_account",
+    "55": "pending_authorization",
+    "56": "pin_change",
+    "57": "raise_request",
+    "58": "rd_details",
+    "59": "rd_rate",
+    "60": "request_status",
+    "61": "saving_interest_rate",
+    "62": "send_money_abroad",
+    "63": "ss_fd_rate",
+    "64": "ss_rd_rate",
+    "65": "transaction_history",
+    "66": "transaction_limit",
+    "67": "travel_insurance",
+    "68": "travel_insurance_hi",
+    "69": "travel_insurance_kn",
+    "70": "travel_insurance_mr",
+    "71": "update_beneficiary",
     "72": "zzzLABEL_72",
     "73": "zzzLABEL_73",
     "74": "zzzLABEL_74",
@@ -136,56 +136,56 @@
     "car_insurance_kn": 19,
     "car_insurance_mr": 20,
     "change_contact_info": 21,
-    "debit_card_details": 22,
-    "delete_beneficiary": 23,
-    "fd_details": 24,
-    "fd_rate": 25,
-    "fd_rate_large_amount": 26,
-    "funds_transfer": 27,
-    "funds_transfer_direct": 28,
-    "funds_transfer_direct_hi": 29,
-    "funds_transfer_direct_kn": 30,
-    "funds_transfer_direct_mr": 31,
-    "funds_transfer_other_bank": 32,
-    "funds_transfer_own_account": 33,
-    "funds_transfer_status": 34,
-    "funds_transfer_third_party": 35,
-    "gst_payment": 36,
-    "health_insurance": 37,
-    "health_insurance_hi": 38,
-    "health_insurance_kn": 39,
-    "health_insurance_mr": 40,
-    "investment_details": 41,
-    "investment_details_hi": 42,
-    "investment_details_kn": 43,
-    "investment_details_mr": 44,
-    "list_accounts": 45,
-    "list_beneficiary": 46,
-    "list_billers": 47,
-    "list_fd": 48,
-    "list_investments": 49,
-    "list_loans": 50,
-    "loan_details": 51,
-    "nrv_details": 52,
-    "open_account": 53,
-    "pending_authorization": 54,
-    "pin_change": 55,
-    "raise_request": 56,
-    "rd_details": 57,
-    "rd_rate": 58,
-    "request_status": 59,
-    "saving_interest_rate": 60,
-    "send_money_abroad": 61,
-    "ss_fd_rate": 62,
-    "ss_rd_rate": 63,
-    "transaction_history": 64,
-    "transaction_limit": 65,
-    "travel_insurance": 66,
-    "travel_insurance_hi": 67,
-    "travel_insurance_kn": 68,
-    "travel_insurance_mr": 69,
-    "update_beneficiary": 70,
-    "zzzLABEL_71": 71,
+    "credit_card_apply": 22,
+    "debit_card_details": 23,
+    "delete_beneficiary": 24,
+    "fd_details": 25,
+    "fd_rate": 26,
+    "fd_rate_large_amount": 27,
+    "funds_transfer": 28,
+    "funds_transfer_direct": 29,
+    "funds_transfer_direct_hi": 30,
+    "funds_transfer_direct_kn": 31,
+    "funds_transfer_direct_mr": 32,
+    "funds_transfer_other_bank": 33,
+    "funds_transfer_own_account": 34,
+    "funds_transfer_status": 35,
+    "funds_transfer_third_party": 36,
+    "gst_payment": 37,
+    "health_insurance": 38,
+    "health_insurance_hi": 39,
+    "health_insurance_kn": 40,
+    "health_insurance_mr": 41,
+    "investment_details": 42,
+    "investment_details_hi": 43,
+    "investment_details_kn": 44,
+    "investment_details_mr": 45,
+    "list_accounts": 46,
+    "list_beneficiary": 47,
+    "list_billers": 48,
+    "list_fd": 49,
+    "list_investments": 50,
+    "list_loans": 51,
+    "loan_details": 52,
+    "nrv_details": 53,
+    "open_account": 54,
+    "pending_authorization": 55,
+    "pin_change": 56,
+    "raise_request": 57,
+    "rd_details": 58,
+    "rd_rate": 59,
+    "request_status": 60,
+    "saving_interest_rate": 61,
+    "send_money_abroad": 62,
+    "ss_fd_rate": 63,
+    "ss_rd_rate": 64,
+    "transaction_history": 65,
+    "transaction_limit": 66,
+    "travel_insurance": 67,
+    "travel_insurance_hi": 68,
+    "travel_insurance_kn": 69,
+    "travel_insurance_mr": 70,
+    "update_beneficiary": 71,
     "zzzLABEL_72": 72,
     "zzzLABEL_73": 73,
     "zzzLABEL_74": 74,

label_encoder.joblib

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model.safetensors

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training_args.bin

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