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: 1.0123
+- Accuracy: {'accuracy': 0.8289043068464459}
+- F1: {'f1': 0.842473183078221}
 
 ## 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                         |
+|:-------------:|:-----:|:----:|:---------------:|:--------------------------------:|:--------------------------:|
+| 0.4692        | 1.0   | 480  | 0.3779          | {'accuracy': 0.8519439717240477} | {'f1': 0.84845236500067}   |
+| 0.3267        | 2.0   | 960  | 0.5350          | {'accuracy': 0.7896321508050792} | {'f1': 0.8138538167496815} |
+| 0.5149        | 3.0   | 1440 | 0.7051          | {'accuracy': 0.7510145306977353} | {'f1': 0.7911267296288161} |
+| 0.2823        | 4.0   | 1920 | 0.6520          | {'accuracy': 0.7317711742374656} | {'f1': 0.7837010450754776} |
+| 0.2107        | 5.0   | 2400 | 0.3335          | {'accuracy': 0.8785181306453724} | {'f1': 0.8759689922480619} |
+| 0.1868        | 6.0   | 2880 | 0.8269          | {'accuracy': 0.8175153815944496} | {'f1': 0.8349123638086214} |
+| 0.0969        | 7.0   | 3360 | 0.4585          | {'accuracy': 0.877470873150936}  | {'f1': 0.872200983069361}  |
+| 0.1116        | 8.0   | 3840 | 1.0309          | {'accuracy': 0.7993192826286163} | {'f1': 0.8236106316879531} |
+| 0.0386        | 9.0   | 4320 | 0.9517          | {'accuracy': 0.8294279355936641} | {'f1': 0.8426898466739103} |
+| 0.0204        | 10.0  | 4800 | 1.0123          | {'accuracy': 0.8289043068464459} | {'f1': 0.842473183078221}  |
+
+
 ### Framework versions
 
 - Transformers 4.35.0

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1d7678755141f77a7f7da347f3a8668803e623d91bb6e1db4787f217183a34d6
+oid sha256:422c586a45aedd8b1cd59219283a1c1196faa11e5b77f3850f5adeeb7e67ca3a
 size 711443456