JayYH commited on
Commit
59000a7
1 Parent(s): 382925f

End of training

Browse files
Files changed (2) hide show
  1. README.md +13 -2
  2. model.safetensors +1 -1
README.md CHANGED
@@ -18,6 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
18
  # Whisper Small Korean
19
 
20
  This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 17.0 dataset.
 
 
 
21
 
22
  ## Model description
23
 
@@ -37,8 +40,8 @@ More information needed
37
 
38
  The following hyperparameters were used during training:
39
  - learning_rate: 1e-05
40
- - train_batch_size: 64
41
- - eval_batch_size: 32
42
  - seed: 42
43
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
  - lr_scheduler_type: linear
@@ -46,6 +49,14 @@ The following hyperparameters were used during training:
46
  - training_steps: 1000
47
  - mixed_precision_training: Native AMP
48
 
 
 
 
 
 
 
 
 
49
  ### Framework versions
50
 
51
  - Transformers 4.42.3
 
18
  # Whisper Small Korean
19
 
20
  This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 17.0 dataset.
21
+ It achieves the following results on the evaluation set:
22
+ - Loss: 0.4655
23
+ - Cer: 12.5288
24
 
25
  ## Model description
26
 
 
40
 
41
  The following hyperparameters were used during training:
42
  - learning_rate: 1e-05
43
+ - train_batch_size: 16
44
+ - eval_batch_size: 8
45
  - seed: 42
46
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
47
  - lr_scheduler_type: linear
 
49
  - training_steps: 1000
50
  - mixed_precision_training: Native AMP
51
 
52
+ ### Training results
53
+
54
+ | Training Loss | Epoch | Step | Validation Loss | Cer |
55
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|
56
+ | 0.0063 | 11.1111 | 500 | 0.4418 | 12.3382 |
57
+ | 0.0011 | 22.2222 | 1000 | 0.4655 | 12.5288 |
58
+
59
+
60
  ### Framework versions
61
 
62
  - Transformers 4.42.3
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c194528f0bbd9472ee8e791709e9bcdf9b280f87114cd4e0109fc1ddf25d07ac
3
  size 966995080
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cb6bfd05e49452662ce4f680b95889ecce0c793f6c84848e1e6ec8d5bcfffecd
3
  size 966995080