End of training

README.md

@@ -18,10 +18,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [aiknowyou/it-emotion-analyzer](https://huggingface.co/aiknowyou/it-emotion-analyzer) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.3116
-- F1: 0.5269
-- Roc Auc: 0.7253
-- Accuracy: 0.3643
+- Loss: 0.2714
+- F1: 0.4804
+- Roc Auc: 0.6939
+- Accuracy: 0.3110
 
 ## Model description
 
@@ -52,16 +52,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step  | Validation Loss | F1     | Roc Auc | Accuracy |
 |:-------------:|:-----:|:-----:|:---------------:|:------:|:-------:|:--------:|
-| 0.2723        | 1.0   | 1037  | 0.2654          | 0.3992 | 0.6370  | 0.2801   |
-| 0.2241        | 2.0   | 2074  | 0.2465          | 0.4387 | 0.6603  | 0.2973   |
-| 0.1774        | 3.0   | 3111  | 0.2547          | 0.5066 | 0.7051  | 0.3608   |
-| 0.1435        | 4.0   | 4148  | 0.2627          | 0.4834 | 0.6933  | 0.3333   |
-| 0.1111        | 5.0   | 5185  | 0.2850          | 0.4992 | 0.7052  | 0.3540   |
-| 0.0873        | 6.0   | 6222  | 0.3010          | 0.5112 | 0.7177  | 0.3505   |
-| 0.0699        | 7.0   | 7259  | 0.3116          | 0.5269 | 0.7253  | 0.3643   |
-| 0.054         | 8.0   | 8296  | 0.3288          | 0.5223 | 0.7246  | 0.3625   |
-| 0.05          | 9.0   | 9333  | 0.3405          | 0.5149 | 0.7223  | 0.3608   |
-| 0.0416        | 10.0  | 10370 | 0.3437          | 0.5196 | 0.7268  | 0.3591   |
+| 0.2712        | 1.0   | 1037  | 0.2740          | 0.3755 | 0.6250  | 0.2680   |
+| 0.2238        | 2.0   | 2074  | 0.2703          | 0.4161 | 0.6504  | 0.2749   |
+| 0.1743        | 3.0   | 3111  | 0.2714          | 0.4804 | 0.6939  | 0.3110   |
+| 0.143         | 4.0   | 4148  | 0.2838          | 0.4632 | 0.6811  | 0.2887   |
+| 0.1089        | 5.0   | 5185  | 0.2971          | 0.4756 | 0.6897  | 0.3041   |
+| 0.0874        | 6.0   | 6222  | 0.3242          | 0.4718 | 0.6965  | 0.2887   |
+| 0.0726        | 7.0   | 7259  | 0.3414          | 0.4798 | 0.7003  | 0.3076   |
+| 0.0565        | 8.0   | 8296  | 0.3538          | 0.4690 | 0.6897  | 0.2973   |
+| 0.0501        | 9.0   | 9333  | 0.3712          | 0.4696 | 0.6959  | 0.2938   |
+| 0.0426        | 10.0  | 10370 | 0.3692          | 0.4702 | 0.6922  | 0.2904   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bcf88965dbc43a22b293007956eb835eeb6ee45ca911249dfa1908c7e34fccf8
+oid sha256:cb9538774211c2a8f6c814f2f38e369ad27af4a2ae151bf2f4c030e554aaecc6
 size 439765016