Hugging Face's logo

Electro98
/
my_awesome_model

Text Classification
Transformers
TensorFlow
distilbert
generated_from_keras_callback
Inference Endpoints
Model card Files Community
Electro98 commited on
Commit
dffd9a2
•
1 Parent(s): 699d327

End of training

Browse files
Files changed (2) hide show
  1. README.md +25 -8
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,11 +14,11 @@ probably proofread and complete it, then remove this comment. -->
14
 
15
  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
- - Train Loss: 0.1805
18
- - Validation Loss: 0.1696
19
- - Train F1: 0.1393
20
- - Train Accuracy: 0.1994
21
- - Epoch: 2
22
 
23
  ## Model description
24
 
@@ -44,9 +44,26 @@ The following hyperparameters were used during training:
44
 
45
  | Train Loss | Validation Loss | Train F1 | Train Accuracy | Epoch |
46
  |:----------:|:---------------:|:--------:|:--------------:|:-----:|
47
- | 0.2043 | 0.1756 | 0.0314 | 0.0396 | 0 |
48
- | 0.2031 | 0.1816 | 0.1156 | 0.2583 | 1 |
49
- | 0.1805 | 0.1696 | 0.1393 | 0.1994 | 2 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
50
 
51
 
52
  ### Framework versions
 
14
 
15
  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
+ - Train Loss: 0.1447
18
+ - Validation Loss: 0.1826
19
+ - Train F1: 0.1535
20
+ - Train Accuracy: 0.2915
21
+ - Epoch: 19
22
 
23
  ## Model description
24
 
 
44
 
45
  | Train Loss | Validation Loss | Train F1 | Train Accuracy | Epoch |
46
  |:----------:|:---------------:|:--------:|:--------------:|:-----:|
47
+ | 0.2025 | 0.1689 | 0.0051 | 0.0039 | 0 |
48
+ | 0.1938 | 0.1780 | 0.0683 | 0.1028 | 1 |
49
+ | 0.2008 | 0.1897 | 0.0055 | 0.0112 | 2 |
50
+ | 0.1826 | 0.1879 | 0.0754 | 0.0988 | 3 |
51
+ | 0.1740 | 0.1792 | 0.0848 | 0.0989 | 4 |
52
+ | 0.1909 | 0.1799 | 0.0294 | 0.1297 | 5 |
53
+ | 0.1983 | 0.1786 | 0.0675 | 0.2112 | 6 |
54
+ | 0.1905 | 0.1820 | 0.0962 | 0.2360 | 7 |
55
+ | 0.2033 | 0.1628 | 0.0778 | 0.2005 | 8 |
56
+ | 0.1653 | 0.1602 | 0.1280 | 0.2644 | 9 |
57
+ | 0.1656 | 0.1609 | 0.0836 | 0.2042 | 10 |
58
+ | 0.1584 | 0.1572 | 0.1323 | 0.2292 | 11 |
59
+ | 0.1633 | 0.1770 | 0.1140 | 0.2231 | 12 |
60
+ | 0.1588 | 0.1595 | 0.1145 | 0.2097 | 13 |
61
+ | 0.1538 | 0.1798 | 0.1448 | 0.3142 | 14 |
62
+ | 0.1552 | 0.1656 | 0.1531 | 0.2974 | 15 |
63
+ | 0.1514 | 0.1692 | 0.1905 | 0.3193 | 16 |
64
+ | 0.1490 | 0.1675 | 0.1692 | 0.2950 | 17 |
65
+ | 0.1462 | 0.1736 | 0.1522 | 0.2900 | 18 |
66
+ | 0.1447 | 0.1826 | 0.1535 | 0.2915 | 19 |
67
 
68
 
69
  ### Framework versions
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dd472e2aea5edcf1e1ffadb87858b13d76ec72cb6d0e3783ebfca4190cc0d653
3
  size 268031680
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d28b9912d6ff0aaa2fba0c001a8cb3120e8f27bb7fe1b42a04f84705098ab3ec
3
  size 268031680