wav2vec2-large-xls-r-1b-korean-sample5
This model is a fine-tuned version of facebook/wav2vec2-xls-r-1b on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1118
- Cer: 0.0217
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer |
|---|---|---|---|---|
| 0.3411 | 1.0 | 12588 | 0.2680 | 0.0738 |
| 0.2237 | 2.0 | 25176 | 0.1812 | 0.0470 |
| 0.1529 | 3.0 | 37764 | 0.1482 | 0.0339 |
| 0.1011 | 4.0 | 50352 | 0.1168 | 0.0256 |
| 0.0715 | 5.0 | 62940 | 0.1118 | 0.0217 |
Framework versions
- Transformers 4.18.0
- Pytorch 1.13.0
- Datasets 2.6.1
- Tokenizers 0.11.0