cwchang commited on
Commit
66387ec
1 Parent(s): 5165cf9

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 [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 0.3946
21
- - Accuracy: 0.9417
22
 
23
  ## Model description
24
 
@@ -38,8 +38,8 @@ More information needed
38
 
39
  The following hyperparameters were used during training:
40
  - learning_rate: 2e-05
41
- - train_batch_size: 32
42
- - eval_batch_size: 32
43
  - seed: 42
44
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
  - lr_scheduler_type: linear
@@ -49,11 +49,11 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
- | No log | 1.0 | 469 | 2.7414 | 0.8133 |
53
- | 3.9658 | 2.0 | 938 | 1.1906 | 0.8903 |
54
- | 1.8197 | 3.0 | 1407 | 0.6254 | 0.9243 |
55
- | 0.8014 | 4.0 | 1876 | 0.4422 | 0.9383 |
56
- | 0.4481 | 5.0 | 2345 | 0.3946 | 0.9417 |
57
 
58
 
59
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 1.0929
21
+ - Accuracy: 0.913
22
 
23
  ## Model description
24
 
 
38
 
39
  The following hyperparameters were used during training:
40
  - learning_rate: 2e-05
41
+ - train_batch_size: 64
42
+ - eval_batch_size: 64
43
  - seed: 42
44
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
  - lr_scheduler_type: linear
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | No log | 1.0 | 235 | 3.5874 | 0.701 |
53
+ | No log | 2.0 | 470 | 2.3204 | 0.826 |
54
+ | 3.6337 | 3.0 | 705 | 1.5661 | 0.8817 |
55
+ | 3.6337 | 4.0 | 940 | 1.2010 | 0.907 |
56
+ | 1.6164 | 5.0 | 1175 | 1.0929 | 0.913 |
57
 
58
 
59
  ### Framework versions
runs/Nov30_08-54-57_18fb2a820fd0/events.out.tfevents.1701335203.18fb2a820fd0.644.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dea2c63cad2dcf2456beae4aecc4021621b477f17c7b8567b44b20225241abec
3
+ size 411