metadata
tags:
- generated_from_trainer
model-index:
- name: wav2vec2-russian
results: []
wav2vec2-russian
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- eval_loss: 1.0834
- eval_wer: 0.3843
- eval_runtime: 64.3015
- eval_samples_per_second: 26.422
- eval_steps_per_second: 3.313
- epoch: 6.44
- step: 13000
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-06
- 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: 1000
- num_epochs: 10
- mixed_precision_training: Native AMP
Framework versions
- Transformers 4.17.0
- Pytorch 1.10.0+cu111
- Datasets 2.0.0
- Tokenizers 0.11.6