hrdipto/wav2vec2-xls-r-tf-left-right-trainer

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wav2vec2-xls-r-tf-left-right-trainer

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:

• —eval_loss: 0.0090
• —eval_wer: 0.0037
• —eval_runtime: 11.2686
• —evalsamplesper_second: 71.703
• —evalstepsper_second: 8.963
• —epoch: 21.05
• —step: 4000

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
• —trainbatchsize: 32
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 1000
• —num_epochs: 30
• —mixedprecisiontraining: Native AMP

Framework versions

• —Transformers 4.11.3
• —Pytorch 1.10.0+cu111
• —Datasets 1.13.3
• —Tokenizers 0.10.3