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metadata
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: wav2vec2-xls-r-300m-english
    results: []

wav2vec2-xls-r-300m-english

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: 0.5577
  • Wer: 0.3864

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: 64
  • eval_batch_size: 32
  • 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: 1.0
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
0.317 1.0 7194 0.5577 0.3864

Framework versions

  • Transformers 4.21.1
  • Pytorch 1.11.0
  • Datasets 2.4.0
  • Tokenizers 0.12.1