nikoslefkos commited on
Commit
4814b3d
·
1 Parent(s): 057bcaf

Training in progress epoch 0

Browse files
Files changed (2) hide show
  1. README.md +7 -9
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -15,10 +15,8 @@ probably proofread and complete it, then remove this comment. -->
15
 
16
  This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
- - Train Loss: nan
19
- - Train Accuracy: 0.2234
20
- - Validation Loss: nan
21
- - Validation Accuracy: 0.2530
22
  - Epoch: 0
23
 
24
  ## Model description
@@ -38,19 +36,19 @@ More information needed
38
  ### Training hyperparameters
39
 
40
  The following hyperparameters were used during training:
41
- - optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': 3e-05, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
42
  - training_precision: float32
43
 
44
  ### Training results
45
 
46
- | Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
47
- |:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
48
- | nan | 0.2234 | nan | 0.2530 | 0 |
49
 
50
 
51
  ### Framework versions
52
 
53
  - Transformers 4.31.0
54
- - TensorFlow 2.13.0
55
  - Datasets 2.14.0
56
  - Tokenizers 0.13.3
 
15
 
16
  This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Train Loss: 0.2325
19
+ - Validation Loss: 0.1100
 
 
20
  - Epoch: 0
21
 
22
  ## Model description
 
36
  ### Training hyperparameters
37
 
38
  The following hyperparameters were used during training:
39
+ - optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3e-05, 'decay_steps': 4680, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
40
  - training_precision: float32
41
 
42
  ### Training results
43
 
44
+ | Train Loss | Validation Loss | Epoch |
45
+ |:----------:|:---------------:|:-----:|
46
+ | 0.2325 | 0.1100 | 0 |
47
 
48
 
49
  ### Framework versions
50
 
51
  - Transformers 4.31.0
52
+ - TensorFlow 2.12.0
53
  - Datasets 2.14.0
54
  - Tokenizers 0.13.3
tf_model.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a54be72b451fbd8e6a3701a17175a53ec7a4306e458109bf0da05e1bbf2223c6
3
  size 261004560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c86e58e798c90b6ba64c1403aad81e63cad6d1db3ea04619a125065a3817df49
3
  size 261004560