Hugging Face's logo

ThuyNT03
/
PhoBERT-Final_Mixed-aug_backtranslation-2

Text Classification
Transformers
PyTorch
roberta
Generated from Trainer
Inference Endpoints
Model card Files Community
ThuyNT03 commited on
Commit
d28ca78
•
1 Parent(s): e4f3988

Training completed!

Browse files
Files changed (2) hide show
  1. README.md +11 -11
  2. pytorch_model.bin +1 -1
README.md CHANGED
@@ -17,9 +17,9 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [vinai/phobert-base-v2](https://huggingface.co/vinai/phobert-base-v2) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 1.1350
21
- - Accuracy: 0.71
22
- - F1: 0.7200
23
 
24
  ## Model description
25
 
@@ -50,14 +50,14 @@ The following hyperparameters were used during training:
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
52
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
53
- | 0.8796 | 1.0 | 86 | 0.7135 | 0.66 | 0.6205 |
54
- | 0.5395 | 2.0 | 172 | 0.6899 | 0.7 | 0.7048 |
55
- | 0.3764 | 3.0 | 258 | 0.7563 | 0.72 | 0.7242 |
56
- | 0.2684 | 4.0 | 344 | 0.8326 | 0.73 | 0.7405 |
57
- | 0.1851 | 5.0 | 430 | 1.0206 | 0.68 | 0.6880 |
58
- | 0.14 | 6.0 | 516 | 1.0896 | 0.71 | 0.7195 |
59
- | 0.1242 | 7.0 | 602 | 1.1355 | 0.72 | 0.7290 |
60
- | 0.1037 | 8.0 | 688 | 1.1350 | 0.71 | 0.7200 |
61
 
62
 
63
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [vinai/phobert-base-v2](https://huggingface.co/vinai/phobert-base-v2) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 1.0525
21
+ - Accuracy: 0.69
22
+ - F1: 0.6891
23
 
24
  ## Model description
25
 
 
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
52
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
53
+ | 0.9186 | 1.0 | 87 | 0.7637 | 0.72 | 0.7176 |
54
+ | 0.6008 | 2.0 | 174 | 0.6915 | 0.69 | 0.6893 |
55
+ | 0.436 | 3.0 | 261 | 0.7517 | 0.73 | 0.7310 |
56
+ | 0.3092 | 4.0 | 348 | 0.8925 | 0.7 | 0.6927 |
57
+ | 0.1923 | 5.0 | 435 | 0.9679 | 0.68 | 0.6767 |
58
+ | 0.1371 | 6.0 | 522 | 1.0023 | 0.71 | 0.7091 |
59
+ | 0.1003 | 7.0 | 609 | 1.0508 | 0.68 | 0.6778 |
60
+ | 0.0796 | 8.0 | 696 | 1.0525 | 0.69 | 0.6891 |
61
 
62
 
63
  ### Framework versions
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:71123f66b0f38621d5fd5b49122594badff9a09716faa638c10f6ab34b9a81dd
3
  size 540071281
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:516e80397a5497f60c5cc849dbb1f2e743f0a451c0dbf7ca74c94929be3a93a3
3
  size 540071281