Hugging Face's logo

Rasooli
/
Bert-Sentiment-Fa

Text Classification
Transformers
TensorBoard
Safetensors
roberta
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
Rasooli commited on
Commit
e553724
·
verified ·
1 Parent(s): 943deed

Sentiment Fa

Browse files
Files changed (3) hide show
  1. README.md +14 -14
  2. model.safetensors +1 -1
  3. runs/Oct04_17-17-42_76f9cef43f30/events.out.tfevents.1728062270.76f9cef43f30.1160.4 +2 -2
README.md CHANGED
@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
19
 
20
  This model is a fine-tuned version of [dadashzadeh/roberta-sentiment-persian](https://huggingface.co/dadashzadeh/roberta-sentiment-persian) on the None dataset.
21
  It achieves the following results on the evaluation set:
22
- - Loss: 1.3240
23
- - Accuracy: 0.8375
24
- - F1: 0.8225
25
 
26
  ## Model description
27
 
@@ -40,7 +40,7 @@ More information needed
40
  ### Training hyperparameters
41
 
42
  The following hyperparameters were used during training:
43
- - learning_rate: 2e-05
44
  - train_batch_size: 8
45
  - eval_batch_size: 8
46
  - seed: 42
@@ -52,16 +52,16 @@ The following hyperparameters were used during training:
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
- | No log | 1.0 | 270 | 0.6400 | 0.8292 | 0.8140 |
56
- | 0.256 | 2.0 | 540 | 0.8620 | 0.8083 | 0.7919 |
57
- | 0.256 | 3.0 | 810 | 0.9867 | 0.8375 | 0.8239 |
58
- | 0.1045 | 4.0 | 1080 | 1.0124 | 0.8375 | 0.8213 |
59
- | 0.1045 | 5.0 | 1350 | 1.0423 | 0.825 | 0.8135 |
60
- | 0.0397 | 6.0 | 1620 | 1.3452 | 0.8292 | 0.8136 |
61
- | 0.0397 | 7.0 | 1890 | 1.1964 | 0.8333 | 0.8192 |
62
- | 0.0119 | 8.0 | 2160 | 1.3196 | 0.8292 | 0.8140 |
63
- | 0.0119 | 9.0 | 2430 | 1.3148 | 0.8292 | 0.8138 |
64
- | 0.0043 | 10.0 | 2700 | 1.3240 | 0.8375 | 0.8225 |
65
 
66
 
67
  ### Framework versions
 
19
 
20
  This model is a fine-tuned version of [dadashzadeh/roberta-sentiment-persian](https://huggingface.co/dadashzadeh/roberta-sentiment-persian) on the None dataset.
21
  It achieves the following results on the evaluation set:
22
+ - Loss: 1.4259
23
+ - Accuracy: 0.825
24
+ - F1: 0.8145
25
 
26
  ## Model description
27
 
 
40
  ### Training hyperparameters
41
 
42
  The following hyperparameters were used during training:
43
+ - learning_rate: 3e-05
44
  - train_batch_size: 8
45
  - eval_batch_size: 8
46
  - seed: 42
 
52
 
53
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
54
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
55
+ | No log | 1.0 | 270 | 1.0387 | 0.7917 | 0.7822 |
56
+ | 0.2072 | 2.0 | 540 | 0.8945 | 0.825 | 0.8185 |
57
+ | 0.2072 | 3.0 | 810 | 0.9836 | 0.8208 | 0.7983 |
58
+ | 0.0871 | 4.0 | 1080 | 1.2439 | 0.8125 | 0.7994 |
59
+ | 0.0871 | 5.0 | 1350 | 1.3258 | 0.8125 | 0.8016 |
60
+ | 0.0281 | 6.0 | 1620 | 1.4928 | 0.8083 | 0.7910 |
61
+ | 0.0281 | 7.0 | 1890 | 1.4261 | 0.8208 | 0.8054 |
62
+ | 0.0207 | 8.0 | 2160 | 1.4747 | 0.825 | 0.8107 |
63
+ | 0.0207 | 9.0 | 2430 | 1.4136 | 0.825 | 0.8145 |
64
+ | 0.0035 | 10.0 | 2700 | 1.4259 | 0.825 | 0.8145 |
65
 
66
 
67
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6356cc298eb4a3d7ea1b90591cd2e61f1758336e72f5486170fe118e5f5e79b0
3
  size 473225820
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6600b642a90f7a45335d0783a4796042b8fc9449be93ef790c64da7ffc25a74e
3
  size 473225820
runs/Oct04_17-17-42_76f9cef43f30/events.out.tfevents.1728062270.76f9cef43f30.1160.4 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bfd4b9ad88f8b7f1d9f83a9652e5ca73e4b139561699d2ad43434d358b54021e
3
- size 9960
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ab0c649a8ff155863f7ebbc4df1f828b4596c52fbef04bb4cd265f149eaf1d90
3
+ size 10314