YakovElm commited on
Commit
fb35713
·
1 Parent(s): e754861

Upload TFBertForSequenceClassification

Browse files
Files changed (2) hide show
  1. README.md +7 -7
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,10 +14,10 @@ probably proofread and complete it, then remove this comment. -->
14
 
15
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
- - Train Loss: 0.5699
18
- - Train Accuracy: 0.7050
19
- - Validation Loss: 0.6535
20
- - Validation Accuracy: 0.5310
21
  - Epoch: 2
22
 
23
  ## Model description
@@ -44,9 +44,9 @@ The following hyperparameters were used during training:
44
 
45
  | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
46
  |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
47
- | 0.6465 | 0.6342 | 0.5810 | 0.6947 | 0 |
48
- | 0.6110 | 0.6711 | 0.5739 | 0.7478 | 1 |
49
- | 0.5699 | 0.7050 | 0.6535 | 0.5310 | 2 |
50
 
51
 
52
  ### Framework versions
 
14
 
15
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
16
  It achieves the following results on the evaluation set:
17
+ - Train Loss: 0.5204
18
+ - Train Accuracy: 0.7552
19
+ - Validation Loss: 0.5316
20
+ - Validation Accuracy: 0.7478
21
  - Epoch: 2
22
 
23
  ## Model description
 
44
 
45
  | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
46
  |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
47
+ | 0.6140 | 0.6549 | 0.5368 | 0.7699 | 0 |
48
+ | 0.5649 | 0.7360 | 0.5733 | 0.6903 | 1 |
49
+ | 0.5204 | 0.7552 | 0.5316 | 0.7478 | 2 |
50
 
51
 
52
  ### Framework versions
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b56df855cf611ab86b77681cb60cbbece1d1ea8b92ccd4de921ce0127f6da4b4
3
  size 438223128
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7732363dd243bb8ebf044ab5b29ecc43bd813f3f130bc8d843b081db8653c802
3
  size 438223128