Hugging Face's logo

dadashzadeh
/
tiny-bert-Sentiment-persian

Text Classification
Transformers
TensorBoard
Safetensors
Persian
bert
Generated from Trainer
Model card Files
xet
Metrics Community
dadashzadeh commited on
Commit
90cd637
·
verified ·
1 Parent(s): 8c5a83f

End of training

Browse files
Files changed (5) hide show
  1. README.md +10 -10
  2. model.safetensors +1 -1
  3. runs/Jul11_01-39-49_0acce8ee3931/events.out.tfevents.1720661990.0acce8ee3931.378.16 +3 -0
  4. runs/Jul11_01-39-49_0acce8ee3931/events.out.tfevents.1720662325.0acce8ee3931.378.17 +3 -0
  5. training_args.bin +1 -1
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: 0.6537
21
- - Accuracy: 0.7387
22
 
23
  ## Model description
24
 
@@ -49,14 +49,14 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
- | 0.6273 | 1.0 | 716 | 0.6794 | 0.7201 |
53
- | 0.6336 | 2.0 | 1432 | 0.6611 | 0.7348 |
54
- | 0.628 | 3.0 | 2148 | 0.6538 | 0.7451 |
55
- | 0.6239 | 4.0 | 2864 | 0.6601 | 0.7343 |
56
- | 0.6214 | 5.0 | 3580 | 0.6546 | 0.7374 |
57
- | 0.618 | 6.0 | 4296 | 0.6476 | 0.7443 |
58
- | 0.6136 | 7.0 | 5012 | 0.6484 | 0.7447 |
59
- | 0.619 | 8.0 | 5728 | 0.6537 | 0.7387 |
60
 
61
 
62
  ### 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: 0.6505
21
+ - Accuracy: 0.7430
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | 0.6005 | 1.0 | 716 | 0.6749 | 0.7257 |
53
+ | 0.6088 | 2.0 | 1432 | 0.6620 | 0.7356 |
54
+ | 0.6056 | 3.0 | 2148 | 0.6506 | 0.7464 |
55
+ | 0.6029 | 4.0 | 2864 | 0.6562 | 0.7382 |
56
+ | 0.6032 | 5.0 | 3580 | 0.6517 | 0.7404 |
57
+ | 0.6024 | 6.0 | 4296 | 0.6458 | 0.7469 |
58
+ | 0.6 | 7.0 | 5012 | 0.6458 | 0.7482 |
59
+ | 0.6065 | 8.0 | 5728 | 0.6505 | 0.7430 |
60
 
61
 
62
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:63737221661f5dbdd608354663c8894bace2cdc52e0f729183e54017135f6bb9
3
  size 17549828
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e3cd535087876db1bdf58f4198f241d602c7110c09c251489e8f314227dd4a4b
3
  size 17549828
runs/Jul11_01-39-49_0acce8ee3931/events.out.tfevents.1720661990.0acce8ee3931.378.16 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:096d7b53cfd7a3b998261e28431f6d99129602fe2d4810c619148412edfacaf2
3
+ size 10327
runs/Jul11_01-39-49_0acce8ee3931/events.out.tfevents.1720662325.0acce8ee3931.378.17 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:84cb5fe27fcebb8b7380f1ca06992834807a37bef6baf3f12fef50dee91dc55e
3
+ size 411
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8a1b9f88aff7451fdb929a2e4714299e1e44fe8deb7d881bafc1df295cdc8a68
3
  size 5112
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f68a5f50a834646eed5e482a4e3b0e812ae66feea6497b3b24dd7b004aa02216
3
  size 5112