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amirsz8203/whisper-small-fa-finetuned

sourceHugging Faceapache-2.0updated 1mo agoView on Hugging Face
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Model Card

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whisper-small-fa-finetuned

This model is a fine-tuned version of amirsz8203/whisper-small-fa-finetuned on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1823
  • —Wer: 24.1495

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: 5e-06
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 32
  • —optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 50
  • —num_epochs: 2
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.77050.38832000.198226.0178
0.77180.77674000.190925.3243
0.51491.16506000.186824.9082
0.52271.55348000.184924.6227
0.54411.941710000.182424.2147
0.50122.010300.182324.1495

Framework versions

  • —Transformers 5.14.1
  • —Pytorch 2.10.0+cu128
  • —Datasets 5.0.1
  • —Tokenizers 0.22.2