janiduchamika/wav2vec2-xls-r-300m-sinhala-general-185k

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wav2vec2-xls-r-300m-sinhala-general-185k

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

• —eval_loss: 0.1645
• —eval_wer: 25.1311
• —eval_runtime: 238.8608
• —evalsamplesper_second: 74.533
• —evalstepsper_second: 9.319
• —epoch: 8.3867
• —step: 21000

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: 8
• —seed: 42
• —gradientaccumulationsteps: 4
• —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
• —lrschedulerwarmup_steps: 2000
• —num_epochs: 10

Framework versions

• —Transformers 4.57.3
• —Pytorch 2.9.0+cu126
• —Datasets 4.0.0
• —Tokenizers 0.22.1