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infinitejoy/wav2vec2-large-xls-r-300m-marathi-cv8

sourceHugging Faceapache-2.0updated 5y agoView on Hugging Face
1likes307downloads
Model Card

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wav2vec2-large-xls-r-300m-marathi-cv8

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the MOZILLA-FOUNDATION/COMMONVOICE8_0 - MR dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.6483
  • —Wer: 0.6049

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: 0.0003
  • —trainbatchsize: 32
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —num_epochs: 100.0
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
2.67122.735001.36180.9499
1.159945.4510000.63300.6627
0.825268.1815000.62260.6426
0.642490.9120000.63590.6041

Framework versions

  • —Transformers 4.17.0.dev0
  • —Pytorch 1.10.2+cu102
  • —Datasets 1.18.3
  • —Tokenizers 0.11.0