dadashzadeh commited on
Commit
c2f13ce
1 Parent(s): f7d34b7

End of training

Browse files
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [dadashzadeh/tiny-bert-Sentiment-persian](https://huggingface.co/dadashzadeh/tiny-bert-Sentiment-persian) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 0.7744
21
- - Accuracy: 0.6570
22
 
23
  ## Model description
24
 
@@ -43,18 +43,34 @@ The following hyperparameters were used during training:
43
  - seed: 42
44
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
  - lr_scheduler_type: linear
46
- - num_epochs: 6
47
 
48
  ### Training results
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
52
- | 0.8669 | 1.0 | 2384 | 0.8153 | 0.6354 |
53
- | 0.8577 | 2.0 | 4768 | 0.7903 | 0.6523 |
54
- | 0.8537 | 3.0 | 7152 | 0.7873 | 0.6549 |
55
- | 0.8411 | 4.0 | 9536 | 0.7792 | 0.6531 |
56
- | 0.8408 | 5.0 | 11920 | 0.8042 | 0.6397 |
57
- | 0.8432 | 6.0 | 14304 | 0.7744 | 0.6570 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
58
 
59
 
60
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [dadashzadeh/tiny-bert-Sentiment-persian](https://huggingface.co/dadashzadeh/tiny-bert-Sentiment-persian) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 0.6538
21
+ - Accuracy: 0.7287
22
 
23
  ## Model description
24
 
 
43
  - seed: 42
44
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
  - lr_scheduler_type: linear
46
+ - num_epochs: 22
47
 
48
  ### Training results
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
52
+ | 0.8279 | 1.0 | 2384 | 0.7849 | 0.6544 |
53
+ | 0.8218 | 2.0 | 4768 | 0.7674 | 0.6587 |
54
+ | 0.8155 | 3.0 | 7152 | 0.7421 | 0.6821 |
55
+ | 0.8037 | 4.0 | 9536 | 0.7378 | 0.6829 |
56
+ | 0.799 | 5.0 | 11920 | 0.7983 | 0.6324 |
57
+ | 0.7943 | 6.0 | 14304 | 0.7071 | 0.7015 |
58
+ | 0.7764 | 7.0 | 16688 | 0.7438 | 0.6756 |
59
+ | 0.7763 | 8.0 | 19072 | 0.7328 | 0.6829 |
60
+ | 0.7717 | 9.0 | 21456 | 0.7300 | 0.6825 |
61
+ | 0.7733 | 10.0 | 23840 | 0.6943 | 0.7106 |
62
+ | 0.7517 | 11.0 | 26224 | 0.6859 | 0.7210 |
63
+ | 0.7515 | 12.0 | 28608 | 0.6538 | 0.7287 |
64
+ | 0.7497 | 13.0 | 30992 | 0.6930 | 0.7084 |
65
+ | 0.7177 | 14.0 | 33376 | 0.7055 | 0.6972 |
66
+ | 0.734 | 15.0 | 35760 | 0.6893 | 0.7123 |
67
+ | 0.7247 | 16.0 | 38144 | 0.7026 | 0.7045 |
68
+ | 0.7317 | 17.0 | 40528 | 0.6711 | 0.7210 |
69
+ | 0.7145 | 18.0 | 42912 | 0.7192 | 0.6911 |
70
+ | 0.7136 | 19.0 | 45296 | 0.6951 | 0.7102 |
71
+ | 0.7159 | 20.0 | 47680 | 0.6776 | 0.7197 |
72
+ | 0.7278 | 21.0 | 50064 | 0.6814 | 0.7162 |
73
+ | 0.6952 | 22.0 | 52448 | 0.6829 | 0.7158 |
74
 
75
 
76
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f942fe0f3b64e3bdc1808105d96c5ad2c8c0bbaba5d74893d236b81cf6caf942
3
  size 17549828
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5746854e9cefdfb878590fab3cbb321720dd5b8c1b0cd289ffa9a23b82b1350b
3
  size 17549828
runs/Jul11_00-28-42_0acce8ee3931/events.out.tfevents.1720657726.0acce8ee3931.378.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cc0644f6fcfc8bdb9b0207a61b5f7ceb23678c98258a86ac6a82d310d6ee00ae
3
+ size 34864
runs/Jul11_00-28-42_0acce8ee3931/events.out.tfevents.1720658743.0acce8ee3931.378.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5483cf28a41cf025106dadd7ae200b85365f371e817037b4a98afa72c643c3f3
3
+ size 417
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2f5cc681b14ecf4c36b67edfde90ac9fb49830ea28047041d1d7e884c85efb5a
3
  size 5112
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d6c374c78a34da7a78eda482e3dd4d1b749661c8e340f3416bae6699e3384c02
3
  size 5112