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yenpolin/bonito-wav2vec2-medium-demo

sourceHugging Faceupdated 4y agoView on Hugging Face
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bonito-wav2vec2-medium-demo

This model is a fine-tuned version of yenpolin/bonito-wav2vec2-medium on the DNA_R9.4.1 - NA dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.1486
  • —Mean Acc: 0.0
  • —Median Acc: 0.0

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: 0.03
  • —trainbatchsize: 96
  • —evalbatchsize: 192
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3.0

Training results

Training LossEpochStepValidation LossMean AccMedian Acc
1.1461.010421.15020.00.0
1.14322.020841.14910.00.0
1.13713.031261.14860.00.0

Framework versions

  • —Transformers 4.26.0
  • —Pytorch 1.12.1
  • —Datasets 2.9.0
  • —Tokenizers 0.13.2