tornqvistmax commited on
Commit
ee3ab49
1 Parent(s): aa5e7d9

Training complete

Browse files
Files changed (1) hide show
  1. README.md +8 -8
README.md CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.1142
24
- - Precision: 0.8979
25
- - Recall: 0.9222
26
- - F1: 0.9099
27
- - Accuracy: 0.9774
28
 
29
  ## Model description
30
 
@@ -55,9 +55,9 @@ The following hyperparameters were used during training:
55
 
56
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
57
  |:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|:--------:|
58
- | 0.0369 | 1.0 | 32820 | 0.0649 | 0.8974 | 0.9037 | 0.9005 | 0.9772 |
59
- | 0.015 | 2.0 | 65640 | 0.0902 | 0.9130 | 0.9055 | 0.9092 | 0.9777 |
60
- | 0.0057 | 3.0 | 98460 | 0.1142 | 0.8979 | 0.9222 | 0.9099 | 0.9774 |
61
 
62
 
63
  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.0827
24
+ - Precision: 0.9363
25
+ - Recall: 0.9541
26
+ - F1: 0.9451
27
+ - Accuracy: 0.9843
28
 
29
  ## Model description
30
 
 
55
 
56
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
57
  |:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|:--------:|
58
+ | 0.0371 | 1.0 | 32820 | 0.0475 | 0.9322 | 0.9416 | 0.9369 | 0.9836 |
59
+ | 0.016 | 2.0 | 65640 | 0.0666 | 0.9414 | 0.9458 | 0.9436 | 0.9841 |
60
+ | 0.0051 | 3.0 | 98460 | 0.0827 | 0.9363 | 0.9541 | 0.9451 | 0.9843 |
61
 
62
 
63
  ### Framework versions