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wav2vec2-large-xls-r-vietnamese-colab – AI Model by coolbirdv | AlphaNeural AI
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coolbirdv
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wav2vec2-large-xls-r-vietnamese-colab
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tensorboard
safetensors
wav2vec2
generated_from_trainer
vivos
facebook/wav2vec2-xls-r-300m
finetune
apache-2.0
model-index
us
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wav2vec2-large-xls-r-vietnamese-colab
This model is a fine-tuned version of
facebook/wav2vec2-xls-r-300m
on the vivos dataset. It achieves the following results on the evaluation set:
Loss: 0.3409
Wer: 0.2758
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: 0.0003
train_batch_size: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
4.158
1.0974
400
0.6977
0.5186
0.5127
2.1948
800
0.3409
0.2758
Framework versions
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.15.0
Tokenizers 0.19.1
