End of training
Browse files- README.md +13 -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:
|
| 41 |
-
- eval_batch_size:
|
| 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:
|
| 3 |
size 966995080
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cb6bfd05e49452662ce4f680b95889ecce0c793f6c84848e1e6ec8d5bcfffecd
|
| 3 |
size 966995080
|