Hugging Face's logo

makhataei
/
qa-persian-bert-fa-base-uncased

Question Answering
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
makhataei commited on
Commit
bd178c0
路
1 Parent(s): 24c0e48

End of training

Browse files
Files changed (3) hide show
  1. README.md +9 -16
  2. model.safetensors +1 -1
  3. runs/Nov22_04-36-08_710bb5f5be69/events.out.tfevents.1700627774.710bb5f5be69.1764.0 +2 -2
README.md CHANGED
@@ -4,7 +4,7 @@ base_model: makhataei/qa-persian-bert-fa-base-uncased
4
  tags:
5
  - generated_from_trainer
6
  datasets:
7
- - persian_qa
8
  model-index:
9
  - name: qa-persian-bert-fa-base-uncased
10
  results: []
@@ -15,9 +15,9 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  # qa-persian-bert-fa-base-uncased
17
 
18
- This model is a fine-tuned version of [makhataei/qa-persian-bert-fa-base-uncased](https://huggingface.co/makhataei/qa-persian-bert-fa-base-uncased) on the persian_qa dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 4.7021
21
 
22
  ## Model description
23
 
@@ -37,27 +37,20 @@ More information needed
37
 
38
  The following hyperparameters were used during training:
39
  - learning_rate: 5e-05
40
- - train_batch_size: 14
41
- - eval_batch_size: 14
42
  - seed: 42
43
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
  - lr_scheduler_type: linear
45
- - num_epochs: 10
46
 
47
  ### Training results
48
 
49
  | Training Loss | Epoch | Step | Validation Loss |
50
  |:-------------:|:-----:|:----:|:---------------:|
51
- | 1.1038 | 1.0 | 644 | 1.9419 |
52
- | 0.8384 | 2.0 | 1288 | 2.3613 |
53
- | 0.5632 | 3.0 | 1932 | 2.3215 |
54
- | 0.2658 | 4.0 | 2576 | 2.9592 |
55
- | 0.1652 | 5.0 | 3220 | 3.2437 |
56
- | 0.1497 | 6.0 | 3864 | 3.7557 |
57
- | 0.0701 | 7.0 | 4508 | 4.0651 |
58
- | 0.0398 | 8.0 | 5152 | 4.5260 |
59
- | 0.0191 | 9.0 | 5796 | 4.7113 |
60
- | 0.013 | 10.0 | 6440 | 4.7021 |
61
 
62
 
63
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  datasets:
7
+ - pquad
8
  model-index:
9
  - name: qa-persian-bert-fa-base-uncased
10
  results: []
 
15
 
16
  # qa-persian-bert-fa-base-uncased
17
 
18
+ This model is a fine-tuned version of [makhataei/qa-persian-bert-fa-base-uncased](https://huggingface.co/makhataei/qa-persian-bert-fa-base-uncased) on the pquad dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 2.4982
21
 
22
  ## Model description
23
 
 
37
 
38
  The following hyperparameters were used during training:
39
  - learning_rate: 5e-05
40
+ - train_batch_size: 24
41
+ - eval_batch_size: 16
42
  - seed: 42
43
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
  - lr_scheduler_type: linear
45
+ - num_epochs: 3
46
 
47
  ### Training results
48
 
49
  | Training Loss | Epoch | Step | Validation Loss |
50
  |:-------------:|:-----:|:----:|:---------------:|
51
+ | 0.1247 | 1.0 | 2667 | 1.8245 |
52
+ | 0.0725 | 2.0 | 5334 | 1.9386 |
53
+ | 0.0263 | 3.0 | 8001 | 2.4982 |
 
 
 
 
 
 
 
54
 
55
 
56
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cabaea147cf652f7c83c67967168bc5b2a9cdda2bc0b50705d6bd4dfdbba236a
3
  size 649032520
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ad80bfcfb5f99cfb45bbde434fbabf4efff595ea1a76804cd0f9ed7ee52fba27
3
  size 649032520
runs/Nov22_04-36-08_710bb5f5be69/events.out.tfevents.1700627774.710bb5f5be69.1764.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:40f0eca2be803b77dc54ab0e89bcb5b79b4f1357c7c0bd5c8f302e98fc19cfe2
3
- size 7331
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d6083a18c9cc45fc1f3abc9c03cd325282e6c7ac513eb9d89420afcdab1009e0
3
+ size 7956