nqhuy/ASR_Phimtailieu_WithLM
09
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ASRPhimtailieuWithLM
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.5235
- eval_wer: 0.2531
- eval_runtime: 570.9035
- evalsamplesper_second: 15.467
- evalstepsper_second: 1.934
- epoch: 2.58
- step: 39000
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: 4.42184e-05
- trainbatchsize: 4
- evalbatchsize: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lrschedulertype: linear
- lrschedulerwarmup_steps: 500
- num_epochs: 25
- mixedprecisiontraining: Native AMP
Framework versions
- Transformers 4.23.1
- Pytorch 1.12.1+cu113
- Datasets 2.6.1
- Tokenizers 0.13.1