Update README.md
Browse files
README.md
CHANGED
@@ -17,9 +17,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
17 |
|
18 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
-
- Loss: 0.4542
|
21 |
-
- Accuracy: 0.869
|
22 |
-
- F1: 0.8626
|
23 |
|
24 |
## Model description
|
25 |
|
@@ -37,31 +34,8 @@ More information needed
|
|
37 |
|
38 |
### Training hyperparameters
|
39 |
|
40 |
-
The following hyperparameters were used during training:
|
41 |
-
- learning_rate: 2e-05
|
42 |
-
- train_batch_size: 64
|
43 |
-
- eval_batch_size: 64
|
44 |
-
- seed: 42
|
45 |
-
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
46 |
-
- lr_scheduler_type: linear
|
47 |
-
- num_epochs: 10
|
48 |
-
|
49 |
### Training results
|
50 |
|
51 |
-
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|
52 |
-
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
|
53 |
-
| 2.2847 | 1.0 | 110 | 1.3868 | 0.681 | 0.6215 |
|
54 |
-
| 1.1164 | 2.0 | 220 | 0.8190 | 0.804 | 0.7759 |
|
55 |
-
| 0.7155 | 3.0 | 330 | 0.6261 | 0.833 | 0.8127 |
|
56 |
-
| 0.5457 | 4.0 | 440 | 0.5272 | 0.859 | 0.8464 |
|
57 |
-
| 0.4425 | 5.0 | 550 | 0.4858 | 0.868 | 0.8586 |
|
58 |
-
| 0.3716 | 6.0 | 660 | 0.4751 | 0.868 | 0.8606 |
|
59 |
-
| 0.3212 | 7.0 | 770 | 0.4630 | 0.865 | 0.8573 |
|
60 |
-
| 0.2819 | 8.0 | 880 | 0.4587 | 0.874 | 0.8681 |
|
61 |
-
| 0.2709 | 9.0 | 990 | 0.4538 | 0.874 | 0.8676 |
|
62 |
-
| 0.2375 | 10.0 | 1100 | 0.4542 | 0.869 | 0.8626 |
|
63 |
-
|
64 |
-
|
65 |
### Framework versions
|
66 |
|
67 |
- Transformers 4.27.1
|
|
|
17 |
|
18 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
|
|
|
|
|
|
20 |
|
21 |
## Model description
|
22 |
|
|
|
34 |
|
35 |
### Training hyperparameters
|
36 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
37 |
### Training results
|
38 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
39 |
### Framework versions
|
40 |
|
41 |
- Transformers 4.27.1
|