Hugging Face's logo

YakovElm
/
Apache15Classic_Balance_DATA_ratio_1

Text Classification
Transformers
TensorFlow
bert
generated_from_keras_callback
Model card Files Community
YakovElm commited on
Commit
972a915
·
1 Parent(s): c22ca8f

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: 0.6279
18
- - Train Accuracy: 0.6241
19
- - Validation Loss: 0.6321
20
  - Validation Accuracy: 0.6284
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
- | 0.6976 | 0.5237 | 0.6725 | 0.5519 | 0 |
48
- | 0.6471 | 0.6077 | 0.6597 | 0.5902 | 1 |
49
- | 0.6279 | 0.6241 | 0.6321 | 0.6284 | 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: 0.6174
18
+ - Train Accuracy: 0.6515
19
+ - Validation Loss: 0.6344
20
  - Validation Accuracy: 0.6284
21
  - Epoch: 2
22
 
 
44
 
45
  | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
46
  |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
47
+ | 0.6983 | 0.5310 | 0.7039 | 0.5301 | 0 |
48
+ | 0.6642 | 0.5912 | 0.6633 | 0.6175 | 1 |
49
+ | 0.6174 | 0.6515 | 0.6344 | 0.6284 | 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 sha256:208e00889d9e73247617b677ad8c90738cf9d5c9b88066420e4f22cfbc3a6257
3
  size 438223128
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fba9e8bd6ea2bc7f600211937002c50abf18f1d32d2d2f3969beb5915c4ad5ee
3
  size 438223128