Hugging Face's logo

AnonymousCS
/
populism_classifier_393

Text Classification
Transformers
Safetensors
rembert
Generated from Trainer
Model card Files
xet
 Community
AnonymousCS commited on
Commit
f6fadf1
·
verified ·
1 Parent(s): 806db7f

End of training

Browse files
Files changed (3) hide show
  1. README.md +14 -9
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -18,12 +18,12 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  This model is a fine-tuned version of [google/rembert](https://huggingface.co/google/rembert) on the None dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 0.7012
22
- - Accuracy: 0.4083
23
- - 1-f1: 0.1667
24
- - 1-recall: 0.8
25
- - 1-precision: 0.0930
26
- - Balanced Acc: 0.5885
27
 
28
  ## Model description
29
 
@@ -56,9 +56,14 @@ The following hyperparameters were used during training:
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | 1-f1 | 1-recall | 1-precision | Balanced Acc |
58
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:--------:|:-----------:|:------------:|
59
- | 0.7524 | 1.0 | 85 | 0.6789 | 0.9260 | 0.0 | 0.0 | 0.0 | 0.5 |
60
- | 0.5657 | 2.0 | 170 | 0.8155 | 0.1864 | 0.1486 | 0.96 | 0.0805 | 0.5423 |
61
- | 0.8312 | 3.0 | 255 | 0.7012 | 0.4083 | 0.1667 | 0.8 | 0.0930 | 0.5885 |
 
 
 
 
 
62
 
63
 
64
  ### Framework versions
 
18
 
19
  This model is a fine-tuned version of [google/rembert](https://huggingface.co/google/rembert) on the None dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.8732
22
+ - Accuracy: 0.3254
23
+ - 1-f1: 0.1163
24
+ - 1-recall: 0.6
25
+ - 1-precision: 0.0644
26
+ - Balanced Acc: 0.4518
27
 
28
  ## Model description
29
 
 
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | 1-f1 | 1-recall | 1-precision | Balanced Acc |
58
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:--------:|:-----------:|:------------:|
59
+ | 0.8611 | 1.0 | 85 | 0.7354 | 0.0917 | 0.1401 | 1.0 | 0.0753 | 0.5096 |
60
+ | 0.7404 | 2.0 | 170 | 0.8947 | 0.0799 | 0.1385 | 1.0 | 0.0744 | 0.5032 |
61
+ | 0.7009 | 3.0 | 255 | 0.6590 | 0.2337 | 0.1618 | 1.0 | 0.0880 | 0.5863 |
62
+ | 0.4348 | 4.0 | 340 | 0.7461 | 0.2101 | 0.1577 | 1.0 | 0.0856 | 0.5735 |
63
+ | 0.8032 | 5.0 | 425 | 0.8210 | 0.2515 | 0.1538 | 0.92 | 0.0839 | 0.5590 |
64
+ | 0.4858 | 6.0 | 510 | 0.7814 | 0.2692 | 0.1453 | 0.84 | 0.0795 | 0.5318 |
65
+ | 0.6308 | 7.0 | 595 | 0.9987 | 0.0740 | 0.1377 | 1.0 | 0.0740 | 0.5 |
66
+ | 0.8048 | 8.0 | 680 | 0.8732 | 0.3254 | 0.1163 | 0.6 | 0.0644 | 0.4518 |
67
 
68
 
69
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7ce81a1e774f26ff7b7ae0f87271336e9a9606940236ad3498501a35cb672de9
3
  size 2303755328
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b97727406d0e9943d58909741a1c36280d4bfb2e860e1d190a918da17d002535
3
  size 2303755328
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b734c62f3df6549d73ed7f708ec6c4ff00548b7bafc574e400fd30324edb3c18
3
  size 5432
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:faf11a0e9c247b465fbb252135b5ef877e8d6ad17be86debff1da68317c00ab3
3
  size 5432