wav2vec2-base-demo
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: 0.2910
- eval_wer: 0.1917
- eval_runtime: 35.2532
- eval_samples_per_second: 21.218
- eval_steps_per_second: 2.666
- epoch: 21.33
- step: 4500
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: 500
- num_epochs: 30
Framework versions
- Transformers 4.33.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4.dev0
- Tokenizers 0.13.3
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Model tree for thanhduycao/wav2vec2-base-demo
Base model
nguyenvulebinh/wav2vec2-base-vietnamese-250h