Update README.md
Browse files
README.md
CHANGED
@@ -21,36 +21,29 @@ It achieves the following results on the evaluation set:
|
|
21 |
- Train Accuracy: 0.7976
|
22 |
- Validation Loss: 0.5521
|
23 |
- Validation Accuracy: 0.7456
|
24 |
-
- Epoch:
|
|
|
25 |
|
26 |
## Model description
|
27 |
-
This model is fine-tuned by
|
28 |
-
|
29 |
-
## Intended uses & limitations
|
30 |
-
|
31 |
-
More information needed
|
32 |
-
|
33 |
-
## Training and evaluation data
|
34 |
-
|
35 |
-
More information needed
|
36 |
|
37 |
## Training procedure
|
38 |
|
39 |
### Training hyperparameters
|
40 |
|
41 |
The following hyperparameters were used during training:
|
42 |
-
- optimizer: {'name': 'Adam', '
|
43 |
- training_precision: float32
|
44 |
|
45 |
### Training results
|
46 |
|
47 |
| Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
|
48 |
|:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
|
49 |
-
| 0.5951 | 0.6936 | 0.5818 | 0.6966 |
|
50 |
-
| 0.5484 | 0.7291 | 0.5681 | 0.7054 |
|
51 |
-
| 0.5119 | 0.7543 | 0.5284 | 0.7423 |
|
52 |
-
| 0.4769 | 0.7800 | 0.5306 | 0.7432 |
|
53 |
-
| 0.4494 | 0.7976 | 0.5521 | 0.7456 |
|
54 |
|
55 |
|
56 |
### Framework versions
|
|
|
21 |
- Train Accuracy: 0.7976
|
22 |
- Validation Loss: 0.5521
|
23 |
- Validation Accuracy: 0.7456
|
24 |
+
- Epoch: 5
|
25 |
+
- Batch size: 32
|
26 |
|
27 |
## Model description
|
28 |
+
This model is fine-tuned by [email protected] in [Kaggle](https://www.kaggle.com/code/nguynnghabi/training-electra)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
29 |
|
30 |
## Training procedure
|
31 |
|
32 |
### Training hyperparameters
|
33 |
|
34 |
The following hyperparameters were used during training:
|
35 |
+
- optimizer: {'name': 'Adam', 'learning_rate': 5e-05, 'epsilon': 1e-08}
|
36 |
- training_precision: float32
|
37 |
|
38 |
### Training results
|
39 |
|
40 |
| Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
|
41 |
|:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
|
42 |
+
| 0.5951 | 0.6936 | 0.5818 | 0.6966 | 1 |
|
43 |
+
| 0.5484 | 0.7291 | 0.5681 | 0.7054 | 2 |
|
44 |
+
| 0.5119 | 0.7543 | 0.5284 | 0.7423 | 3 |
|
45 |
+
| 0.4769 | 0.7800 | 0.5306 | 0.7432 | 4 |
|
46 |
+
| 0.4494 | 0.7976 | 0.5521 | 0.7456 | 5 |
|
47 |
|
48 |
|
49 |
### Framework versions
|