metadata
license: apache-2.0
base_model: josebruzzoni/disfluency-spanish-v1
tags:
- generated_from_trainer
metrics:
- wer
model-index:
- name: disfluency-spanish-v4
results: []
disfluency-spanish-v4
This model is a fine-tuned version of josebruzzoni/disfluency-spanish-v1 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2653
- Wer: 27.7008
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: 1e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.002 | 20.41 | 1000 | 0.2377 | 20.2216 |
| 0.0001 | 40.82 | 2000 | 0.2524 | 23.4072 |
| 0.0001 | 61.22 | 3000 | 0.2617 | 26.7313 |
| 0.0001 | 81.63 | 4000 | 0.2653 | 27.7008 |
Framework versions
- Transformers 4.33.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3