End of training

README.md

@@ -3,6 +3,9 @@ license: apache-2.0
 base_model: bert-base-multilingual-cased
 tags:
 - generated_from_trainer
+metrics:
+- accuracy
+- f1
 model-index:
 - name: bert-base-multilingual-cased-IDMGSP-danish
   results: []
@@ -13,7 +16,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 # bert-base-multilingual-cased-IDMGSP-danish
 
-This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on an unknown dataset.
+This model is a fine-tuned version of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9588
+- Accuracy: {'accuracy': 0.8393768817908103}
+- F1: {'f1': 0.8521508615495843}
 
 ## Model description
 
@@ -41,6 +48,22 @@ The following hyperparameters were used during training:
 - lr_scheduler_warmup_steps: 500
 - num_epochs: 10
 
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy                         | F1                         |
+|:-------------:|:-----:|:----:|:---------------:|:--------------------------------:|:--------------------------:|
+| 0.4777        | 1.0   | 480  | 0.3597          | {'accuracy': 0.8594056813719073} | {'f1': 0.8543926247288504} |
+| 0.3642        | 2.0   | 960  | 0.5526          | {'accuracy': 0.8147663306715539} | {'f1': 0.8337836250440502} |
+| 0.3087        | 3.0   | 1440 | 0.3296          | {'accuracy': 0.8677837413273989} | {'f1': 0.8711077080142932} |
+| 0.1919        | 4.0   | 1920 | 0.4540          | {'accuracy': 0.8287733996596414} | {'f1': 0.8453169347209082} |
+| 0.1592        | 5.0   | 2400 | 0.3791          | {'accuracy': 0.8701400706898809} | {'f1': 0.8696794534944824} |
+| 0.1324        | 6.0   | 2880 | 0.5328          | {'accuracy': 0.8294279355936641} | {'f1': 0.8443435670768128} |
+| 0.1271        | 7.0   | 3360 | 0.7168          | {'accuracy': 0.8440895405157743} | {'f1': 0.8535955746773203} |
+| 0.0227        | 8.0   | 3840 | 0.8978          | {'accuracy': 0.8253698128027229} | {'f1': 0.8424285376801323} |
+| 0.0019        | 9.0   | 4320 | 0.8289          | {'accuracy': 0.8507658070428067} | {'f1': 0.8595367175948743} |
+| 0.0046        | 10.0  | 4800 | 0.9588          | {'accuracy': 0.8393768817908103} | {'f1': 0.8521508615495843} |
+
+
 ### Framework versions
 
 - Transformers 4.35.0

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4560dab8a9befceaff405fcf6cc711b7f2549631821aa34f61964ef460616f0c
+oid sha256:782dd2b397da4105de4a6317f31d5757bc12ec6f93c02e57bad629a81e7013a6
 size 711443456