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wav2vec2-xls-r-1b-german-cv11

This model is a fine-tuned version of wav2vec2-xls-r-1b-german-cv11 on the MOZILLA-FOUNDATION/COMMON_VOICE_11_0 - DE dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1298
  • Wer: 0.1919

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-07
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1.0
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
0.0653 1.0 7483 0.1298 0.1919

Framework versions

  • Transformers 4.23.1
  • Pytorch 1.12.1
  • Datasets 2.4.0
  • Tokenizers 0.12.1
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