tornqvistmax commited on
Commit
b205cdc
1 Parent(s): cbdee1d

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: 0.7183
24
- - Precision: 0.9519
25
- - Recall: 0.7709
26
- - F1: 0.8519
27
- - Accuracy: 0.9585
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
- | 0.0085 | 1.0 | 32820 | 0.6301 | 0.9513 | 0.7626 | 0.8466 | 0.9579 |
59
- | 0.0029 | 2.0 | 65640 | 0.7099 | 0.9487 | 0.7704 | 0.8503 | 0.9580 |
60
- | 0.0005 | 3.0 | 98460 | 0.7183 | 0.9519 | 0.7709 | 0.8519 | 0.9585 |
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: 0.4684
24
+ - Precision: 0.9637
25
+ - Recall: 0.8694
26
+ - F1: 0.9141
27
+ - Accuracy: 0.9707
28
 
29
  ## Model description
30
 
 
55
 
56
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
57
  |:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|:--------:|
58
+ | 0.0073 | 1.0 | 32820 | 0.4230 | 0.9568 | 0.8651 | 0.9086 | 0.9700 |
59
+ | 0.0037 | 2.0 | 65640 | 0.4553 | 0.9618 | 0.8690 | 0.9130 | 0.9707 |
60
+ | 0.0004 | 3.0 | 98460 | 0.4684 | 0.9637 | 0.8694 | 0.9141 | 0.9707 |
61
 
62
 
63
  ### Framework versions