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wav2vec2-base-demo-aug

This model is a fine-tuned version of nguyenvulebinh/wav2vec2-base-vietnamese-250h on the None dataset. It achieves the following results on the evaluation set:

• eval_loss: 0.5138
• eval_wer: 0.2151
• eval_runtime: 50.9731
• eval_samples_per_second: 14.674
• eval_steps_per_second: 1.844
• epoch: 21.85
• step: 9200

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: 8e-06
• train_batch_size: 32
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 1000
• num_epochs: 30

Framework versions

• Transformers 4.33.0.dev0
• Pytorch 2.0.0
• Datasets 2.14.4.dev0
• Tokenizers 0.13.3