bonito-wav2vec2-tiny-demo
This model is a fine-tuned version of yenpolin/bonito-wav2vec2-tiny on the DNA_R9.4.1 - NA dataset. It achieves the following results on the evaluation set:
- Loss: 1.1499
- Mean Acc: 0.0
- Median Acc: 0.0
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: 0.002
- train_batch_size: 320
- eval_batch_size: 768
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Mean Acc | Median Acc |
|---|---|---|---|---|---|
| No log | 0.51 | 160 | 1.1511 | 0.0 | 0.0 |
Framework versions
- Transformers 4.26.0
- Pytorch 1.12.1
- Datasets 2.9.0
- Tokenizers 0.13.2