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dylanewbie/whisper-large-v2-ft-my_dataset_car100_owner12_notmix_copy4x_mp3-241111-v1

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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whisper-large-v2-ft-mydatasetcar100owner12notmixcopy4xmp3-241111-v1

This model is a fine-tuned version of openai/whisper-large-v2 on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0018

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-05
  • —trainbatchsize: 128
  • —evalbatchsize: 128
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.2
  • —num_epochs: 10
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
8.9761.0194.5909
3.47772.0382.7646
2.26353.0571.8117
1.41554.0760.8651
0.97285.0950.0721
0.02716.01140.0166
0.01067.01330.0072
0.00458.01520.0033
0.00259.01710.0021
0.001810.01900.0018

Framework versions

  • —PEFT 0.13.0
  • —Transformers 4.45.1
  • —Pytorch 2.5.0+cu124
  • —Datasets 3.0.1
  • —Tokenizers 0.20.0