End of training

README.md

@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [bobbyw/deberta-v3-large_v3_relationships](https://huggingface.co/bobbyw/deberta-v3-large_v3_relationships) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0110
-- Accuracy: 0.0023
-- F1: 0.0040
-- Precision: 0.0020
-- Recall: 0.4545
+- Loss: 0.0124
+- Accuracy: 0.0038
+- F1: 0.0038
+- Precision: 0.0019
+- Recall: 0.4242
 - Learning Rate: 0.002
 
 ## Model description
@@ -50,16 +50,20 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: constant
-- num_epochs: 4
+- num_epochs: 8
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall | Rate  |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|:-----:|
-| No log        | 1.0   | 382  | 0.0109          | 0.0026   | 0.0046 | 0.0023    | 0.5152 | 0.002 |
-| 0.0056        | 2.0   | 764  | 0.0107          | 0.0030   | 0.0040 | 0.0020    | 0.4545 | 0.002 |
-| 0.0052        | 3.0   | 1146 | 0.0103          | 0.0028   | 0.0040 | 0.0020    | 0.4545 | 0.002 |
-| 0.005         | 4.0   | 1528 | 0.0110          | 0.0023   | 0.0040 | 0.0020    | 0.4545 | 0.002 |
+| No log        | 1.0   | 382  | 0.0109          | 0.0027   | 0.0046 | 0.0023    | 0.5152 | 0.002 |
+| 0.0043        | 2.0   | 764  | 0.0106          | 0.0026   | 0.0046 | 0.0023    | 0.5152 | 0.002 |
+| 0.0041        | 3.0   | 1146 | 0.0115          | 0.0028   | 0.0051 | 0.0026    | 0.5758 | 0.002 |
+| 0.004         | 4.0   | 1528 | 0.0132          | 0.0031   | 0.0048 | 0.0024    | 0.5455 | 0.002 |
+| 0.004         | 5.0   | 1910 | 0.0140          | 0.0032   | 0.0046 | 0.0023    | 0.5152 | 0.002 |
+| 0.0043        | 6.0   | 2292 | 0.0116          | 0.0032   | 0.0046 | 0.0023    | 0.5152 | 0.002 |
+| 0.0044        | 7.0   | 2674 | 0.0129          | 0.0027   | 0.0043 | 0.0022    | 0.4848 | 0.002 |
+| 0.0038        | 8.0   | 3056 | 0.0124          | 0.0038   | 0.0038 | 0.0019    | 0.4242 | 0.002 |
 
 
 ### Framework versions

model.safetensors

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runs/Jun21_23-30-19_49d6ff23ade2/events.out.tfevents.1719012620.49d6ff23ade2.610.0

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