MultiPRIDE-DualEncoder-MainStage-FT-it

README.md

@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [nickprock/setfit-italian-hate-speech](https://huggingface.co/nickprock/setfit-italian-hate-speech) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.1613
-- Accuracy: 0.4908
-- F1: 0.3759
-- Precision: 0.2451
-- Recall: 0.8065
+- Loss: 0.0658
+- Accuracy: 0.8896
+- F1: 0.7
+- Precision: 0.7241
+- Recall: 0.6774
 
 ## Model description
 
@@ -54,18 +54,12 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
-| 0.1903        | 1.0   | 95   | 0.1781          | 0.2209   | 0.2983 | 0.18      | 0.8710 |
-| 0.173         | 2.0   | 190  | 0.1702          | 0.3190   | 0.3273 | 0.2015    | 0.8710 |
-| 0.1685        | 3.0   | 285  | 0.1666          | 0.3742   | 0.3462 | 0.216     | 0.8710 |
-| 0.173         | 4.0   | 380  | 0.1650          | 0.3988   | 0.3467 | 0.2185    | 0.8387 |
-| 0.1661        | 5.0   | 475  | 0.1631          | 0.4417   | 0.3636 | 0.2321    | 0.8387 |
-| 0.1655        | 6.0   | 570  | 0.1622          | 0.4847   | 0.3731 | 0.2427    | 0.8065 |
-| 0.163         | 7.0   | 665  | 0.1617          | 0.4908   | 0.3759 | 0.2451    | 0.8065 |
-| 0.1644        | 8.0   | 760  | 0.1617          | 0.4908   | 0.3759 | 0.2451    | 0.8065 |
-| 0.1641        | 9.0   | 855  | 0.1616          | 0.4908   | 0.3759 | 0.2451    | 0.8065 |
-| 0.1615        | 10.0  | 950  | 0.1613          | 0.4908   | 0.3759 | 0.2451    | 0.8065 |
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1  | Precision | Recall |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:---:|:---------:|:------:|
+| 0.0337        | 1.0   | 95   | 0.0640          | 0.8896   | 0.7 | 0.7241    | 0.6774 |
+| 0.0282        | 2.0   | 190  | 0.0651          | 0.8896   | 0.7 | 0.7241    | 0.6774 |
+| 0.0258        | 3.0   | 285  | 0.0658          | 0.8896   | 0.7 | 0.7241    | 0.6774 |
+| 0.0434        | 4.0   | 380  | 0.0658          | 0.8896   | 0.7 | 0.7241    | 0.6774 |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1fda60fb3a1241d5ca4ae0cae3b29137380d78aac18de4af9c475306dd74057b
+oid sha256:10bb1148f5031e9c7dca428e7f3d0f90a73c41bcca734d79ab360d5e7b860004
 size 443306324

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1f5810d342a0cba63cde62ee2cfa8f480393664ef1fd4e1e28674a302d50140f
+oid sha256:ca2b700aee44a078e0c5f4da63eba2ecc7ad23e075425b757baaba91e7b430b9
 size 5969