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dylanewbie/whisper-large-v2-ft-car50-realworld-e3n4_owner12-copy2x-241210-v1

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

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whisper-large-v2-ft-car50-realworld-e3n4_owner12-copy2x-241210-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: 2.5364

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
11.30151.059.3455
7.15042.0104.7286
4.07263.0153.5501
3.39494.0203.2558
3.12965.0253.0412
2.93116.0302.8662
2.76657.0352.7278
2.64738.0402.6250
2.55979.0452.5607
2.510710.0502.5364

Framework versions

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