WillLoki/distilbert-base-uncased-lora-text-classification

README.md

@@ -18,7 +18,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.7886
+- Loss: 0.4675
 - Accuracy: {'accuracy': 0.885}
 
 ## Model description
@@ -50,16 +50,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy            |
 |:-------------:|:-----:|:----:|:---------------:|:-------------------:|
-| No log        | 1.0   | 250  | 0.3607          | {'accuracy': 0.871} |
-| 0.387         | 2.0   | 500  | 0.7780          | {'accuracy': 0.801} |
-| 0.387         | 3.0   | 750  | 0.6343          | {'accuracy': 0.874} |
-| 0.141         | 4.0   | 1000 | 0.6477          | {'accuracy': 0.889} |
-| 0.141         | 5.0   | 1250 | 0.6377          | {'accuracy': 0.884} |
-| 0.0721        | 6.0   | 1500 | 0.6829          | {'accuracy': 0.885} |
-| 0.0721        | 7.0   | 1750 | 0.7276          | {'accuracy': 0.88}  |
-| 0.0159        | 8.0   | 2000 | 0.7739          | {'accuracy': 0.884} |
-| 0.0159        | 9.0   | 2250 | 0.7852          | {'accuracy': 0.885} |
-| 0.0105        | 10.0  | 2500 | 0.7886          | {'accuracy': 0.885} |
+| No log        | 1.0   | 250  | 0.5274          | {'accuracy': 0.874} |
+| 0.2336        | 2.0   | 500  | 0.4621          | {'accuracy': 0.873} |
+| 0.2336        | 3.0   | 750  | 0.5047          | {'accuracy': 0.874} |
+| 0.2293        | 4.0   | 1000 | 0.4725          | {'accuracy': 0.884} |
+| 0.2293        | 5.0   | 1250 | 0.4214          | {'accuracy': 0.881} |
+| 0.2034        | 6.0   | 1500 | 0.4845          | {'accuracy': 0.866} |
+| 0.2034        | 7.0   | 1750 | 0.4923          | {'accuracy': 0.875} |
+| 0.1519        | 8.0   | 2000 | 0.4627          | {'accuracy': 0.886} |
+| 0.1519        | 9.0   | 2250 | 0.4626          | {'accuracy': 0.888} |
+| 0.1232        | 10.0  | 2500 | 0.4675          | {'accuracy': 0.885} |
 
 
 ### Framework versions

runs/Feb21_16-16-16_cde6f636587a/events.out.tfevents.1740154577.cde6f636587a.2156.12

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+size 9274

training_args.bin

@@ -1,3 +1,3 @@
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 size 5432