End of training

README.md

@@ -1,7 +1,7 @@
 ---
 library_name: transformers
-license: apache-2.0
-base_model: bert-base-uncased
+license: cc-by-sa-4.0
+base_model: nlpaueb/legal-bert-base-uncased
 tags:
 - generated_from_trainer
 metrics:
@@ -19,13 +19,13 @@ should probably proofread and complete it, then remove this comment. -->
 
 # legal_ai_India_ner_results
 
-This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
+This model is a fine-tuned version of [nlpaueb/legal-bert-base-uncased](https://huggingface.co/nlpaueb/legal-bert-base-uncased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0989
-- Precision: 0.8007
-- Recall: 0.8602
-- F1: 0.8294
-- Accuracy: 0.9700
+- Loss: 0.0993
+- Precision: 0.8282
+- Recall: 0.8731
+- F1: 0.8501
+- Accuracy: 0.9751
 
 ## Model description
 
@@ -56,10 +56,10 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| 0.4454        | 1.0   | 917  | 0.1342          | 0.6886    | 0.7867 | 0.7344 | 0.9554   |
-| 0.1136        | 2.0   | 1834 | 0.1004          | 0.7818    | 0.8418 | 0.8107 | 0.9665   |
-| 0.0712        | 3.0   | 2751 | 0.0973          | 0.7990    | 0.8551 | 0.8261 | 0.9705   |
-| 0.0535        | 4.0   | 3668 | 0.0989          | 0.8007    | 0.8602 | 0.8294 | 0.9700   |
+| 0.4565        | 1.0   | 917  | 0.1275          | 0.7198    | 0.8134 | 0.7637 | 0.9639   |
+| 0.1035        | 2.0   | 1834 | 0.1027          | 0.7932    | 0.8666 | 0.8283 | 0.9702   |
+| 0.0661        | 3.0   | 2751 | 0.0980          | 0.8076    | 0.8713 | 0.8383 | 0.9730   |
+| 0.0501        | 4.0   | 3668 | 0.0993          | 0.8282    | 0.8731 | 0.8501 | 0.9751   |
 
 
 ### Framework versions

model.safetensors

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 size 435679140

runs/Feb24_19-47-23_92734c0b55b6/events.out.tfevents.1740426444.92734c0b55b6.23332.0

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