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: 0.4419
+- Loss: 0.4177
 
 ## Model description
 
@@ -47,16 +47,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| No log        | 1.0   | 225  | 3.0115          |
-| No log        | 2.0   | 450  | 1.8864          |
-| 3.0615        | 3.0   | 675  | 1.1785          |
-| 3.0615        | 4.0   | 900  | 0.8054          |
-| 1.1443        | 5.0   | 1125 | 0.6114          |
-| 1.1443        | 6.0   | 1350 | 0.5187          |
-| 0.5613        | 7.0   | 1575 | 0.5193          |
-| 0.5613        | 8.0   | 1800 | 0.4634          |
-| 0.4275        | 9.0   | 2025 | 0.4494          |
-| 0.4275        | 10.0  | 2250 | 0.4419          |
+| No log        | 1.0   | 227  | 2.9772          |
+| No log        | 2.0   | 454  | 1.9090          |
+| 3.0373        | 3.0   | 681  | 1.2043          |
+| 3.0373        | 4.0   | 908  | 0.8154          |
+| 1.2166        | 5.0   | 1135 | 0.6230          |
+| 1.2166        | 6.0   | 1362 | 0.5104          |
+| 0.6214        | 7.0   | 1589 | 0.4587          |
+| 0.6214        | 8.0   | 1816 | 0.4537          |
+| 0.4508        | 9.0   | 2043 | 0.4177          |
+| 0.4508        | 10.0  | 2270 | 0.4302          |
 
 
 ### Framework versions

config.json

@@ -60,39 +60,39 @@
     "47": "health_insurance_hi",
     "48": "health_insurance_kn",
     "49": "health_insurance_mr",
-    "50": "investment_details",
-    "51": "investment_details_hi",
-    "52": "investment_details_kn",
-    "53": "investment_details_mr",
-    "54": "list_accounts",
-    "55": "list_beneficiary",
-    "56": "list_billers",
-    "57": "list_fd",
-    "58": "list_investments",
-    "59": "list_loans",
-    "60": "loan_details",
-    "61": "nrv_details",
-    "62": "open_account",
-    "63": "pending_authorization",
-    "64": "personal_loan",
-    "65": "pin_change",
-    "66": "raise_request",
-    "67": "rd_details",
-    "68": "rd_rate",
-    "69": "request_status",
-    "70": "saving_interest_rate",
-    "71": "send_money_abroad",
-    "72": "ss_fd_rate",
-    "73": "ss_rd_rate",
-    "74": "transaction_history",
-    "75": "transaction_limit",
-    "76": "update_beneficiary",
-    "77": "zzzLABEL_77",
-    "78": "zzzLABEL_78",
-    "79": "zzzLABEL_79",
-    "80": "zzzLABEL_80",
-    "81": "zzzLABEL_81",
-    "82": "zzzLABEL_82",
+    "50": "housing_finance",
+    "51": "housing_finance_hi",
+    "52": "housing_finance_kn",
+    "53": "housing_finance_mr",
+    "54": "investment_details",
+    "55": "investment_details_hi",
+    "56": "investment_details_kn",
+    "57": "investment_details_mr",
+    "58": "list_accounts",
+    "59": "list_beneficiary",
+    "60": "list_billers",
+    "61": "list_fd",
+    "62": "list_investments",
+    "63": "list_loans",
+    "64": "loan_details",
+    "65": "nrv_details",
+    "66": "open_account",
+    "67": "pending_authorization",
+    "68": "personal_loan",
+    "69": "personal_loan_hi",
+    "70": "personal_loan_mr",
+    "71": "pin_change",
+    "72": "raise_request",
+    "73": "rd_details",
+    "74": "rd_rate",
+    "75": "request_status",
+    "76": "saving_interest_rate",
+    "77": "send_money_abroad",
+    "78": "ss_fd_rate",
+    "79": "ss_rd_rate",
+    "80": "transaction_history",
+    "81": "transaction_limit",
+    "82": "update_beneficiary",
     "83": "zzzLABEL_83",
     "84": "zzzLABEL_84",
     "85": "zzzLABEL_85",
@@ -164,39 +164,39 @@
     "health_insurance_hi": 47,
     "health_insurance_kn": 48,
     "health_insurance_mr": 49,
-    "investment_details": 50,
-    "investment_details_hi": 51,
-    "investment_details_kn": 52,
-    "investment_details_mr": 53,
-    "list_accounts": 54,
-    "list_beneficiary": 55,
-    "list_billers": 56,
-    "list_fd": 57,
-    "list_investments": 58,
-    "list_loans": 59,
-    "loan_details": 60,
-    "nrv_details": 61,
-    "open_account": 62,
-    "pending_authorization": 63,
-    "personal_loan": 64,
-    "pin_change": 65,
-    "raise_request": 66,
-    "rd_details": 67,
-    "rd_rate": 68,
-    "request_status": 69,
-    "saving_interest_rate": 70,
-    "send_money_abroad": 71,
-    "ss_fd_rate": 72,
-    "ss_rd_rate": 73,
-    "transaction_history": 74,
-    "transaction_limit": 75,
-    "update_beneficiary": 76,
-    "zzzLABEL_77": 77,
-    "zzzLABEL_78": 78,
-    "zzzLABEL_79": 79,
-    "zzzLABEL_80": 80,
-    "zzzLABEL_81": 81,
-    "zzzLABEL_82": 82,
+    "housing_finance": 50,
+    "housing_finance_hi": 51,
+    "housing_finance_kn": 52,
+    "housing_finance_mr": 53,
+    "investment_details": 54,
+    "investment_details_hi": 55,
+    "investment_details_kn": 56,
+    "investment_details_mr": 57,
+    "list_accounts": 58,
+    "list_beneficiary": 59,
+    "list_billers": 60,
+    "list_fd": 61,
+    "list_investments": 62,
+    "list_loans": 63,
+    "loan_details": 64,
+    "nrv_details": 65,
+    "open_account": 66,
+    "pending_authorization": 67,
+    "personal_loan": 68,
+    "personal_loan_hi": 69,
+    "personal_loan_mr": 70,
+    "pin_change": 71,
+    "raise_request": 72,
+    "rd_details": 73,
+    "rd_rate": 74,
+    "request_status": 75,
+    "saving_interest_rate": 76,
+    "send_money_abroad": 77,
+    "ss_fd_rate": 78,
+    "ss_rd_rate": 79,
+    "transaction_history": 80,
+    "transaction_limit": 81,
+    "update_beneficiary": 82,
     "zzzLABEL_83": 83,
     "zzzLABEL_84": 84,
     "zzzLABEL_85": 85,

label_encoder.joblib

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model.safetensors

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runs/Nov09_17-05-20_SuperWhite/events.out.tfevents.1731152121.SuperWhite.12509.0

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training_args.bin

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