eunyounglee
commited on
Commit
•
2d8c24e
1
Parent(s):
c9b6208
End of training
Browse files
README.md
CHANGED
@@ -3,6 +3,9 @@ license: cc-by-sa-4.0
|
|
3 |
base_model: klue/bert-base
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
|
|
6 |
model-index:
|
7 |
- name: degree-bert-finetuning-2
|
8 |
results: []
|
@@ -14,6 +17,10 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
# degree-bert-finetuning-2
|
15 |
|
16 |
This model is a fine-tuned version of [klue/bert-base](https://huggingface.co/klue/bert-base) on the None dataset.
|
|
|
|
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
@@ -38,15 +45,18 @@ The following hyperparameters were used during training:
|
|
38 |
- seed: 42
|
39 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
40 |
- lr_scheduler_type: linear
|
41 |
-
- num_epochs:
|
42 |
|
43 |
### Training results
|
44 |
|
|
|
|
|
|
|
45 |
|
46 |
|
47 |
### Framework versions
|
48 |
|
49 |
-
- Transformers 4.
|
50 |
-
- Pytorch 2.2.0
|
51 |
-
- Datasets 2.
|
52 |
-
- Tokenizers 0.
|
|
|
3 |
base_model: klue/bert-base
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- accuracy
|
8 |
+
- f1
|
9 |
model-index:
|
10 |
- name: degree-bert-finetuning-2
|
11 |
results: []
|
|
|
17 |
# degree-bert-finetuning-2
|
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: nan
|
22 |
+
- Accuracy: 0.1086
|
23 |
+
- F1: 0.0213
|
24 |
|
25 |
## Model description
|
26 |
|
|
|
45 |
- seed: 42
|
46 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
47 |
- lr_scheduler_type: linear
|
48 |
+
- num_epochs: 1
|
49 |
|
50 |
### Training results
|
51 |
|
52 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
53 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
|
54 |
+
| 1.4729 | 1.0 | 201 | nan | 0.1086 | 0.0213 |
|
55 |
|
56 |
|
57 |
### Framework versions
|
58 |
|
59 |
+
- Transformers 4.38.1
|
60 |
+
- Pytorch 2.2.0
|
61 |
+
- Datasets 2.17.1
|
62 |
+
- Tokenizers 0.15.2
|