Hugging Face's logo

aomar85
/
fold_1

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
text-embeddings-inference
Model card Files
xet
 Community
aomar85 commited on
Commit
9960654
·
verified ·
1 Parent(s): 3a51715

Best fold: (F1=0.7860)

Browse files
Files changed (3) hide show
  1. README.md +9 -9
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.5509
24
- - Accuracy: 0.8107
25
- - Precision: 0.8182
26
- - Recall: 0.8085
27
- - F1: 0.8114
28
 
29
  ## Model description
30
 
@@ -56,10 +56,10 @@ The following hyperparameters were used during training:
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
58
  |:-------------:|:------:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
59
- | 1.0392 | 1.1628 | 50 | 0.8990 | 0.6272 | 0.6253 | 0.6281 | 0.6261 |
60
- | 0.8198 | 2.3256 | 100 | 0.7759 | 0.6746 | 0.7323 | 0.6631 | 0.6625 |
61
- | 0.634 | 3.4884 | 150 | 0.5924 | 0.7870 | 0.7945 | 0.7838 | 0.7864 |
62
- | 0.5264 | 4.6512 | 200 | 0.5509 | 0.8107 | 0.8182 | 0.8085 | 0.8114 |
63
 
64
 
65
  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.6076
24
+ - Accuracy: 0.7870
25
+ - Precision: 0.7902
26
+ - Recall: 0.7895
27
+ - F1: 0.7860
28
 
29
  ## Model description
30
 
 
56
 
57
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
58
  |:-------------:|:------:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
59
+ | 1.0011 | 1.1628 | 50 | 0.8491 | 0.6213 | 0.6891 | 0.6310 | 0.5955 |
60
+ | 0.7277 | 2.3256 | 100 | 0.7047 | 0.6864 | 0.7199 | 0.6811 | 0.6782 |
61
+ | 0.5804 | 3.4884 | 150 | 0.6076 | 0.7870 | 0.7902 | 0.7895 | 0.7860 |
62
+ | 0.4828 | 4.6512 | 200 | 0.5958 | 0.7633 | 0.7629 | 0.7606 | 0.7601 |
63
 
64
 
65
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9f972ba956c2f69fdfafb97b775a814d1454d98612003d7c93e2e387b0fe8b4d
3
  size 540806148
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78cd01f9b780b6c6d47cad65001291789055f56536869adf98edc48cddbfa3bd
3
  size 540806148
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d00a4711d5fe2e0a215ae80ae66c405c0c926fbd188d88b721ac45aef091e9fa
3
  size 5777
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:671cbc23771dffbb00c8f3efb247c2e0e3ed83b67abdf09ec32da65a8305e7aa
3
  size 5777