wav2vec2_xlsr / README.md
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metadata
license: apache-2.0
tags:
  - generated_from_trainer
datasets:
  - common_voice
model-index:
  - name: wav2vec2_xlsr
    results: []

wav2vec2_xlsr

This model is a fine-tuned version of diallomama/wav2vec2_xlsr on the common_voice dataset. It achieves the following results on the evaluation set:

  • eval_loss: 0.2204
  • eval_wer: 0.9719
  • eval_runtime: 923.0808
  • eval_samples_per_second: 16.346
  • eval_steps_per_second: 2.044
  • epoch: 1.66
  • step: 8400

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: 0.0003
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 10
  • mixed_precision_training: Native AMP

Framework versions

  • Transformers 4.28.0
  • Pytorch 2.0.1+cu118
  • Datasets 1.18.3
  • Tokenizers 0.13.3