SMG0 commited on
Commit
a3eaab8
·
1 Parent(s): e918df4

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +10 -10
README.md CHANGED
@@ -17,11 +17,11 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02-twitter](https://huggingface.co/aubmindlab/bert-base-arabertv02-twitter) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 0.1520
21
- - F1: 0.8272
22
- - F1 Macro: 0.7762
23
- - Roc Auc: 0.8875
24
- - Accuracy: 0.7926
25
 
26
  ## Model description
27
 
@@ -52,11 +52,11 @@ The following hyperparameters were used during training:
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | F1 | F1 Macro | Roc Auc | Accuracy |
54
  |:-------------:|:-----:|:----:|:---------------:|:------:|:--------:|:-------:|:--------:|
55
- | 0.1702 | 1.0 | 507 | 0.1520 | 0.8272 | 0.7762 | 0.8875 | 0.7926 |
56
- | 0.0938 | 2.0 | 1014 | 0.1566 | 0.8450 | 0.7742 | 0.9014 | 0.8198 |
57
- | 0.0562 | 3.0 | 1521 | 0.1799 | 0.8340 | 0.7650 | 0.8973 | 0.8045 |
58
- | 0.0318 | 4.0 | 2028 | 0.2022 | 0.8546 | 0.7775 | 0.9108 | 0.8275 |
59
- | 0.0183 | 5.0 | 2535 | 0.2451 | 0.8397 | 0.7660 | 0.9030 | 0.8122 |
60
 
61
 
62
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02-twitter](https://huggingface.co/aubmindlab/bert-base-arabertv02-twitter) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 0.1569
21
+ - F1: 0.8398
22
+ - F1 Macro: 0.7742
23
+ - Roc Auc: 0.9021
24
+ - Accuracy: 0.8073
25
 
26
  ## Model description
27
 
 
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | F1 | F1 Macro | Roc Auc | Accuracy |
54
  |:-------------:|:-----:|:----:|:---------------:|:------:|:--------:|:-------:|:--------:|
55
+ | 0.0988 | 1.0 | 507 | 0.1569 | 0.8398 | 0.7742 | 0.9021 | 0.8073 |
56
+ | 0.056 | 2.0 | 1014 | 0.2023 | 0.8267 | 0.7610 | 0.8938 | 0.7912 |
57
+ | 0.0358 | 3.0 | 1521 | 0.1959 | 0.8529 | 0.7889 | 0.9089 | 0.8275 |
58
+ | 0.0204 | 4.0 | 2028 | 0.2132 | 0.8496 | 0.7971 | 0.9079 | 0.8226 |
59
+ | 0.0157 | 5.0 | 2535 | 0.2288 | 0.8434 | 0.7789 | 0.9047 | 0.8163 |
60
 
61
 
62
  ### Framework versions