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Eimhin03/MCV_Fleurs_Combined_Irish_ASR

sourceHugging Faceapache-2.0updated 6mo agoView on Hugging Face
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Model Card

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MCVFleursCombinedIrishASR

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

  • —Loss: 0.2678
  • —Wer: 21.1127

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: 0.0001
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 20000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.21762.293620000.386935.3627
0.06264.587240000.300033.6101
0.01626.880760000.278725.6114
0.00519.174380000.257822.8500
0.004911.4679100000.270923.4563
0.006613.7615120000.263121.4693
0.025216.0550140000.305224.7504
0.006618.3486160000.289523.9199
0.006220.6422180000.275321.8514
0.009622.9358200000.267821.1127

Framework versions

  • —Transformers 5.6.0.dev0
  • —Pytorch 2.9.0+cu126
  • —Datasets 4.0.0
  • —Tokenizers 0.22.2