Amiran13/wav2vec2-large-xlsr-georgian-demo

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wav2vec2-large-xlsr-georgian-demo

This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the None dataset. It achieves the following results on the evaluation set:

• —eval_loss: 0.1430
• —eval_wer: 0.2912
• —eval_runtime: 1147.4753
• —evalsamplesper_second: 10.181
• —evalstepsper_second: 0.637
• —epoch: 20.39
• —step: 37200

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: 5e-05
• —trainbatchsize: 16
• —evalbatchsize: 16
• —seed: 42
• —gradientaccumulationsteps: 4
• —totaltrainbatch_size: 64
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 200
• —num_epochs: 22

Framework versions

• —Transformers 4.34.1
• —Pytorch 2.1.0+cu118
• —Datasets 2.14.6
• —Tokenizers 0.14.1