End of training

README.md

@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [microsoft/deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0351
-- Precision: 0.9051
-- Recall: 0.9185
-- F1: 0.9118
-- Accuracy: 0.9873
+- Loss: 0.0416
+- Precision: 0.9291
+- Recall: 0.9704
+- F1: 0.9493
+- Accuracy: 0.9910
 
 ## Model description
 
@@ -44,9 +44,9 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 1e-05
-- train_batch_size: 8
-- eval_batch_size: 8
+- learning_rate: 2e-05
+- train_batch_size: 4
+- eval_batch_size: 4
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
@@ -56,12 +56,12 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| No log        | 1.0   | 92   | 0.0589          | 0.8370    | 0.8370 | 0.8370 | 0.9813   |
-| No log        | 2.0   | 184  | 0.0351          | 0.9051    | 0.9185 | 0.9118 | 0.9873   |
-| No log        | 3.0   | 276  | 0.0626          | 0.8849    | 0.9111 | 0.8978 | 0.9828   |
-| No log        | 4.0   | 368  | 0.0379          | 0.9357    | 0.9704 | 0.9527 | 0.9910   |
-| No log        | 5.0   | 460  | 0.0384          | 0.9353    | 0.9630 | 0.9489 | 0.9903   |
-| 0.0721        | 6.0   | 552  | 0.0421          | 0.9353    | 0.9630 | 0.9489 | 0.9903   |
+| No log        | 1.0   | 184  | 0.0454          | 0.9154    | 0.8815 | 0.8981 | 0.9843   |
+| No log        | 2.0   | 368  | 0.0444          | 0.9220    | 0.9630 | 0.9420 | 0.9903   |
+| 0.0654        | 3.0   | 552  | 0.0416          | 0.9291    | 0.9704 | 0.9493 | 0.9910   |
+| 0.0654        | 4.0   | 736  | 0.0422          | 0.9489    | 0.9630 | 0.9559 | 0.9918   |
+| 0.0654        | 5.0   | 920  | 0.0451          | 0.9416    | 0.9556 | 0.9485 | 0.9910   |
+| 0.0064        | 6.0   | 1104 | 0.0461          | 0.9416    | 0.9556 | 0.9485 | 0.9910   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:bfe4ba52216e3246aad4e86a0f9c2d3c24c8a0d4f5c4d7e704b8d44fe5958e85
 size 735359804