Commit
•
5e03d05
1
Parent(s):
1d7f626
End of training
Browse files- README.md +25 -6
- model.safetensors +1 -1
README.md
CHANGED
|
@@ -18,9 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 18 |
|
| 19 |
This model is a fine-tuned version of [klue/bert-base](https://huggingface.co/klue/bert-base) on the None dataset.
|
| 20 |
It achieves the following results on the evaluation set:
|
| 21 |
-
- Loss:
|
| 22 |
-
- Accuracy: 0.
|
| 23 |
-
- F1: 0.
|
| 24 |
|
| 25 |
## Model description
|
| 26 |
|
|
@@ -39,19 +39,38 @@ More information needed
|
|
| 39 |
### Training hyperparameters
|
| 40 |
|
| 41 |
The following hyperparameters were used during training:
|
| 42 |
-
- learning_rate:
|
| 43 |
- train_batch_size: 32
|
| 44 |
- eval_batch_size: 32
|
| 45 |
- seed: 42
|
| 46 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 47 |
- lr_scheduler_type: linear
|
| 48 |
-
- num_epochs:
|
| 49 |
|
| 50 |
### Training results
|
| 51 |
|
| 52 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
| 53 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
|
| 54 |
-
| 1.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 55 |
|
| 56 |
|
| 57 |
### Framework versions
|
|
|
|
| 18 |
|
| 19 |
This model is a fine-tuned version of [klue/bert-base](https://huggingface.co/klue/bert-base) on the None dataset.
|
| 20 |
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 0.6107
|
| 22 |
+
- Accuracy: 0.698
|
| 23 |
+
- F1: 0.6968
|
| 24 |
|
| 25 |
## Model description
|
| 26 |
|
|
|
|
| 39 |
### Training hyperparameters
|
| 40 |
|
| 41 |
The following hyperparameters were used during training:
|
| 42 |
+
- learning_rate: 1e-05
|
| 43 |
- train_batch_size: 32
|
| 44 |
- eval_batch_size: 32
|
| 45 |
- seed: 42
|
| 46 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 47 |
- lr_scheduler_type: linear
|
| 48 |
+
- num_epochs: 20
|
| 49 |
|
| 50 |
### Training results
|
| 51 |
|
| 52 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
| 53 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
|
| 54 |
+
| 1.06 | 1.0 | 104 | 0.8187 | 0.61 | 0.6100 |
|
| 55 |
+
| 0.849 | 2.0 | 208 | 0.7525 | 0.642 | 0.6415 |
|
| 56 |
+
| 0.8117 | 3.0 | 312 | 0.7479 | 0.616 | 0.6044 |
|
| 57 |
+
| 0.7758 | 4.0 | 416 | 0.7269 | 0.652 | 0.6490 |
|
| 58 |
+
| 0.7638 | 5.0 | 520 | 0.6960 | 0.674 | 0.6741 |
|
| 59 |
+
| 0.7412 | 6.0 | 624 | 0.6842 | 0.676 | 0.6739 |
|
| 60 |
+
| 0.7337 | 7.0 | 728 | 0.6653 | 0.692 | 0.6922 |
|
| 61 |
+
| 0.723 | 8.0 | 832 | 0.6502 | 0.674 | 0.6711 |
|
| 62 |
+
| 0.7045 | 9.0 | 936 | 0.6407 | 0.672 | 0.6681 |
|
| 63 |
+
| 0.6975 | 10.0 | 1040 | 0.6330 | 0.686 | 0.6852 |
|
| 64 |
+
| 0.6914 | 11.0 | 1144 | 0.6351 | 0.686 | 0.6846 |
|
| 65 |
+
| 0.6876 | 12.0 | 1248 | 0.6230 | 0.702 | 0.7023 |
|
| 66 |
+
| 0.672 | 13.0 | 1352 | 0.6230 | 0.698 | 0.6978 |
|
| 67 |
+
| 0.6733 | 14.0 | 1456 | 0.6251 | 0.678 | 0.6736 |
|
| 68 |
+
| 0.6701 | 15.0 | 1560 | 0.6124 | 0.706 | 0.7064 |
|
| 69 |
+
| 0.6592 | 16.0 | 1664 | 0.6195 | 0.688 | 0.6853 |
|
| 70 |
+
| 0.6534 | 17.0 | 1768 | 0.6070 | 0.708 | 0.7082 |
|
| 71 |
+
| 0.6528 | 18.0 | 1872 | 0.6093 | 0.704 | 0.7040 |
|
| 72 |
+
| 0.6514 | 19.0 | 1976 | 0.6124 | 0.698 | 0.6963 |
|
| 73 |
+
| 0.6406 | 20.0 | 2080 | 0.6107 | 0.698 | 0.6968 |
|
| 74 |
|
| 75 |
|
| 76 |
### Framework versions
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 442514444
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:977e8c30afb77a73dd9f023d249d9db42a5cfe010f1346b67d1f312b1349e912
|
| 3 |
size 442514444
|