CoolFace
Modelpublic

ying-tina/temp

sourceHugging Faceapache-2.0updated 5y agoView on Hugging Face
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Model Card

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temp

This model is a fine-tuned version of facebook/wav2vec2-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4645
  • Wer: 0.3527

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: 100
  • num_epochs: 2
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.43240.4500.58000.4458
0.40270.81000.53740.4109
0.31631.21500.52850.3881
0.30641.62000.51610.3815
0.32352.02500.46450.3527

Framework versions

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