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dylanewbie/whisper-large-v2-ft-cv16-1__car50-realworld-e3n4-and-n4r2_owner12-copy2x-241209-v1

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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whisper-large-v2-ft-cv16-1_car50-realworld-e3n4-and-n4r2owner12-copy2x-241209-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: 0.1143

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
4.39421.0652.3210
1.40582.01300.9391
0.17943.01950.1194
0.1264.02600.1130
0.1095.03250.1117
0.09596.03900.1120
0.08687.04550.1118
0.07938.05200.1129
0.07359.05850.1138
0.070810.06500.1143

Framework versions

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