End of training

README.md

@@ -1,8 +1,8 @@
 ---
 license: cc
+base_model: joelniklaus/legal-xlm-roberta-base
 tags:
 - generated_from_trainer
-base_model: joelniklaus/legal-xlm-roberta-base
 model-index:
 - name: bert-leg-al-corpus
   results: []
@@ -15,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [joelniklaus/legal-xlm-roberta-base](https://huggingface.co/joelniklaus/legal-xlm-roberta-base) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.8639
+- Loss: 1.6747
 
 ## Model description
 
@@ -40,20 +40,28 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 5
+- num_epochs: 10
 - mixed_precision_training: Native AMP
 
 ### Training results
 
 | Training Loss | Epoch  | Step | Validation Loss |
 |:-------------:|:------:|:----:|:---------------:|
-| 2.408         | 0.6329 | 100  | 2.0952          |
-| 2.1264        | 1.2658 | 200  | 1.9866          |
-| 2.0701        | 1.8987 | 300  | 1.9136          |
-| 2.0156        | 2.5316 | 400  | 1.8920          |
-| 2.004         | 3.1646 | 500  | 1.8745          |
-| 1.9702        | 3.7975 | 600  | 1.8537          |
-| 1.9569        | 4.4304 | 700  | 1.8493          |
+| 1.9151        | 0.6329 | 100  | 1.7846          |
+| 1.9038        | 1.2658 | 200  | 1.7245          |
+| 1.8655        | 1.8987 | 300  | 1.7416          |
+| 1.8712        | 2.5316 | 400  | 1.7254          |
+| 1.8463        | 3.1646 | 500  | 1.7038          |
+| 1.845         | 3.7975 | 600  | 1.6799          |
+| 1.833         | 4.4304 | 700  | 1.6712          |
+| 1.8196        | 5.0633 | 800  | 1.6761          |
+| 1.8104        | 5.6962 | 900  | 1.6445          |
+| 1.8017        | 6.3291 | 1000 | 1.6668          |
+| 1.7986        | 6.9620 | 1100 | 1.6449          |
+| 1.7955        | 7.5949 | 1200 | 1.6463          |
+| 1.8045        | 8.2278 | 1300 | 1.6303          |
+| 1.7817        | 8.8608 | 1400 | 1.6212          |
+| 1.7831        | 9.4937 | 1500 | 1.6477          |
 
 
 ### Framework versions

model.safetensors

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 size 737926808

runs/Jun11_08-43-26_5be8417a0bdc/events.out.tfevents.1718095413.5be8417a0bdc.14690.1

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runs/Jun11_08-43-26_5be8417a0bdc/events.out.tfevents.1718096293.5be8417a0bdc.14690.2

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