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TiMauzi/wav2vec2-large-xls-r-300m-hsb

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

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wav2vec2-large-xls-r-300m-hsb

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the Upper Sorbian commonvoice11_0 dataset.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • —learning_rate: 0.0006
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 32
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 50
  • —num_epochs: 1

Training results

StepTraining LossValidation LossWer
2004.4088002.9819090.979601
4001.0892000.9003840.821805
6000.1669000.9469620.755920
8000.0915000.8776330.682767
10000.0641000.8835170.657913
12000.0530000.8652880.630715
14000.0378000.8674550.615475
16000.0289000.8348650.590621
18000.0238000.8458730.589215
20000.0196000.8308170.561313
22000.0163000.8368100.560610

Framework versions

  • —Transformers 4.32.1
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.4
  • —Tokenizers 0.13.3