Semhal2024/emotion-model3_fold_0

README.md

@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.0583
-- Accuracy: 0.5828
-- F1: 0.5244
+- Loss: 0.9531
+- Accuracy: 0.6135
+- F1: 0.5573
 
 ## Model description
 
@@ -52,16 +52,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
-| No log        | 1.0   | 41   | 1.3349          | 0.3804   | 0.2096 |
-| 1.3438        | 2.0   | 82   | 1.2443          | 0.3804   | 0.2096 |
-| 1.2717        | 3.0   | 123  | 1.0583          | 0.5828   | 0.5244 |
-| 1.1723        | 4.0   | 164  | 1.0449          | 0.5215   | 0.3965 |
-| 1.1136        | 5.0   | 205  | 0.9935          | 0.5521   | 0.4423 |
-| 1.1136        | 6.0   | 246  | 0.9746          | 0.5890   | 0.5003 |
-| 1.1124        | 7.0   | 287  | 0.9637          | 0.5890   | 0.5003 |
-| 1.0842        | 8.0   | 328  | 0.9562          | 0.5767   | 0.4846 |
-| 1.0456        | 9.0   | 369  | 0.9516          | 0.5767   | 0.4837 |
-| 1.0552        | 10.0  | 410  | 0.9428          | 0.5767   | 0.4837 |
+| No log        | 1.0   | 41   | 1.3368          | 0.3804   | 0.2096 |
+| 1.3413        | 2.0   | 82   | 1.2883          | 0.3804   | 0.2096 |
+| 1.2917        | 3.0   | 123  | 1.0577          | 0.5521   | 0.4841 |
+| 1.1702        | 4.0   | 164  | 1.0247          | 0.5337   | 0.4033 |
+| 1.1099        | 5.0   | 205  | 0.9804          | 0.5460   | 0.4324 |
+| 1.1099        | 6.0   | 246  | 0.9531          | 0.6135   | 0.5573 |
+| 1.0856        | 7.0   | 287  | 0.9336          | 0.6135   | 0.5301 |
+| 1.0752        | 8.0   | 328  | 0.9257          | 0.5767   | 0.4883 |
+| 1.0393        | 9.0   | 369  | 0.9182          | 0.5828   | 0.5188 |
+| 1.0449        | 10.0  | 410  | 0.9131          | 0.5828   | 0.5188 |
 
 
 ### Framework versions

adapter_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f1e275f69b298a25cf07d828558d755559bc0d9cf21c039c585c49c65b2c339b
+oid sha256:a29727413c413e14f85b217f52a3e3fe26cce918a8c0663212617f5081a14c71
 size 4741352