metadata
tags:
- generated_from_trainer
model-index:
- name: wav2vec2-xls-r-300m-german
results: []
wav2vec2-xls-r-300m-german
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4796
- Wer: 0.3925
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: 3e-07
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2759 | 1.0 | 3612 | 0.4813 | 0.3922 |
| 0.2672 | 2.0 | 7224 | 0.4796 | 0.3925 |
Framework versions
- Transformers 4.21.3
- Pytorch 1.12.1
- Datasets 2.4.0
- Tokenizers 0.12.1