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Eimhin03/MCV_Fleurs_Combined_Irish_ASR_No_Aug

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

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MCVFleursCombinedIrishASRNoAug

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: 0.2807
  • —Wer: 24.7066

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: 32
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 64
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 8
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
1.40770.91742000.506446.4497
0.69141.83494000.368435.7035
0.29252.75236000.318734.3546
0.11393.66978000.304728.6330
0.04424.587210000.298726.6824
0.01725.504612000.283924.7618
0.00776.422014000.281926.1809
0.00417.339416000.280624.6816
0.00388.017440.280724.7066

Framework versions

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