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IoanaLivia/whisper-small-finetuned-800-standard-A-epochs-10-5-03-20-17

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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whisper-small-finetuned-800-standard-A-epochs-10-5-03-20-17

This model is a fine-tuned version of openai/whisper-small on the horoscopestandarda8005_03 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.5525
  • —Wer: 28.3884

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: 1e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 4
  • —seed: 42
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 10
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
No log000.689041.0325
0.13141.01000.510130.8481
0.02942.02000.520530.1179
0.01153.03000.541529.8745
0.00514.04000.529128.1706
0.00265.05000.535927.6198
0.00156.06000.548028.4653
0.00127.07000.547328.3116
0.00118.08000.550528.3884
0.0019.09000.552028.4781
0.000910.010000.552528.3884

Framework versions

  • —Transformers 4.49.0
  • —Pytorch 2.5.1+cu121
  • —Datasets 3.4.1
  • —Tokenizers 0.21.0