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mfidabel/Modelo_4_Whisper_Tiny

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Modelo4Whisper_Tiny

This model is a fine-tuned version of openai/whisper-tiny on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.2120

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: 0.001
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 50
  • —num_epochs: 5
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
0.87581.011741.2410
0.7732.023481.1992
0.73683.035221.2029
0.67594.046961.1813
0.5885.058701.2120

Framework versions

  • —PEFT 0.7.1
  • —Transformers 4.36.2
  • —Pytorch 2.1.0+cu118
  • —Datasets 2.16.1
  • —Tokenizers 0.15.2