wav2vec2-large-xlsr-53-second-train
This model is a fine-tuned version of fathyy/wav2vec2-large-xlsr-53-first-try on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.3022
- Wer: 0.9529
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: 0.001
- train_batch_size: 8
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1200
- num_epochs: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 3.0702 | 2.6667 | 500 | 3.0498 | 1.0 |
| 3.003 | 5.3333 | 1000 | 3.0485 | 1.0 |
| 2.9097 | 8.0 | 1500 | 2.9847 | 1.0 |
| 2.7703 | 10.6667 | 2000 | 2.8414 | 0.9912 |
| 2.601 | 13.3333 | 2500 | 2.8046 | 0.9706 |
| 2.4095 | 16.0 | 3000 | 2.4821 | 0.9529 |
| 2.2222 | 18.6667 | 3500 | 2.3022 | 0.9529 |
Framework versions
- Transformers 4.45.2
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0