Hugging Face's logo

YakovElm
/
Apache20Classic_Balance_DATA_ratio_Half

Text Classification
Transformers
TensorFlow
bert
generated_from_keras_callback
Model card Files Community
YakovElm commited on
Commit
cf9b7b8
·
1 Parent(s): 696feb9

Upload TFBertForSequenceClassification

Browse files
Files changed (2) hide show
  1. README.md +6 -6
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,9 +14,9 @@ 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: 0.5679
18
- - Train Accuracy: 0.6962
19
- - Validation Loss: 0.6152
20
  - Validation Accuracy: 0.6283
21
  - Epoch: 2
22
 
@@ -44,9 +44,9 @@ The following hyperparameters were used during training:
44
 
45
  | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
46
  |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
47
- | 0.6557 | 0.6165 | 0.6364 | 0.6283 | 0 |
48
- | 0.6166 | 0.6785 | 0.6085 | 0.6283 | 1 |
49
- | 0.5679 | 0.6962 | 0.6152 | 0.6283 | 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: 0.5978
18
+ - Train Accuracy: 0.6637
19
+ - Validation Loss: 0.6129
20
  - Validation Accuracy: 0.6283
21
  - Epoch: 2
22
 
 
44
 
45
  | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
46
  |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
47
+ | 0.6357 | 0.6814 | 0.6421 | 0.6283 | 0 |
48
+ | 0.6329 | 0.6667 | 0.6298 | 0.6283 | 1 |
49
+ | 0.5978 | 0.6637 | 0.6129 | 0.6283 | 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:ed27da20d38d10fd3a0997ed7d1b90b7fd8f53a48078537339faeef4dfe876ad
3
  size 438223128
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:af9eaf629e739d4a6770f3362b88b7f8d6e3de54ddfa85be34b4f406ece62ab2
3
  size 438223128