harshamiddela commited on
Commit
f815bd4
·
verified ·
1 Parent(s): cacf62d

Training complete

Browse files
Files changed (1) hide show
  1. README.md +9 -9
README.md CHANGED
@@ -18,13 +18,13 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  # biogpt-disease-ner
20
 
21
- This model is a fine-tuned version of [microsoft/biogpt](https://huggingface.co/microsoft/biogpt) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.1467
24
- - Precision: 0.4374
25
- - Recall: 0.5495
26
- - F1: 0.4871
27
- - Accuracy: 0.9569
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
- | 0.3216 | 1.0 | 680 | 0.1684 | 0.3173 | 0.4099 | 0.3577 | 0.9458 |
59
- | 0.1623 | 2.0 | 1360 | 0.1529 | 0.4064 | 0.4962 | 0.4469 | 0.9535 |
60
- | 0.0967 | 3.0 | 2040 | 0.1467 | 0.4374 | 0.5495 | 0.4871 | 0.9569 |
61
 
62
 
63
  ### Framework versions
 
18
 
19
  # biogpt-disease-ner
20
 
21
+ This model is a fine-tuned version of [microsoft/biogpt](https://huggingface.co/microsoft/biogpt) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.1525
24
+ - Precision: 0.5241
25
+ - Recall: 0.6075
26
+ - F1: 0.5628
27
+ - Accuracy: 0.9522
28
 
29
  ## Model description
30
 
 
55
 
56
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
57
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
58
+ | 0.27 | 1.0 | 593 | 0.1769 | 0.4632 | 0.4523 | 0.4577 | 0.9395 |
59
+ | 0.1581 | 2.0 | 1186 | 0.1561 | 0.5337 | 0.5083 | 0.5207 | 0.9475 |
60
+ | 0.1225 | 3.0 | 1779 | 0.1525 | 0.5241 | 0.6075 | 0.5628 | 0.9522 |
61
 
62
 
63
  ### Framework versions