metadata
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: m14_main
results: []
m14_main
This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0139
- Wer: 1.7222
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: 8
- 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: 1000
- num_epochs: 7
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 9.5522 | 0.96 | 500 | 3.1735 | 1.0 |
| 2.78 | 1.92 | 1000 | 2.0292 | 2.8356 |
| 1.2155 | 2.88 | 1500 | 0.5523 | 2.4933 |
| 0.3803 | 3.84 | 2000 | 0.1129 | 1.8756 |
| 0.161 | 4.8 | 2500 | 0.0486 | 1.8289 |
| 0.0825 | 5.76 | 3000 | 0.0244 | 1.7222 |
| 0.0721 | 6.72 | 3500 | 0.0139 | 1.7222 |
Framework versions
- Transformers 4.17.0
- Pytorch 1.13.1+cu116
- Datasets 1.18.3
- Tokenizers 0.13.2