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wav2vec2-large-xls-r-1b-irish-colab – AI Model by alanrice | AlphaNeural AI
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alanrice
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wav2vec2-large-xls-r-1b-irish-colab
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transformers
pytorch
tensorboard
wav2vec2
automatic-speech-recognition
generated_from_trainer
ga
common_voice
apache-2.0
model-index
endpoints_compatible
us
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wav2vec2-large-xls-r-1b-irish-colab
This model is a fine-tuned version of
facebook/wav2vec2-xls-r-1b
on the common_voice dataset. It achieves the following results on the evaluation set:
Loss: 1.0795
Wer: 46.91
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: 30
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
1.6902
12.12
400
1.1158
0.5959
0.2988
24.24
800
1.1375
0.5094
Framework versions
Transformers 4.25.1
Pytorch 1.10.0+cu113
Datasets 2.0.0
Tokenizers 0.13.2
