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infinitejoy/wav2vec2-large-xls-r-300m-kurdish

sourceHugging Faceapache-2.0updated 5y agoView on Hugging Face
4likes121downloads
Model Card

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wav2vec2-large-xls-r-300m-kurdish

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the MOZILLA-FOUNDATION/COMMONVOICE7_0 - KMR dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2548
  • —Wer: 0.2688

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: 7e-05
  • —trainbatchsize: 32
  • —evalbatchsize: 1
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 2000
  • —num_epochs: 100.0
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
1.316112.2720000.41990.4797
1.064324.5440000.29820.3721
0.971836.8160000.27620.3333
0.877249.0880000.25860.3051
0.823661.35100000.25750.2865
0.774573.62120000.26030.2816
0.729785.89140000.25390.2727
0.707998.16160000.25540.2681

Framework versions

  • —Transformers 4.16.0.dev0
  • —Pytorch 1.10.1+cu102
  • —Datasets 1.17.1.dev0
  • —Tokenizers 0.11.0