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wav2vec2-large-xlsr-53-Tamasheq – AI Model by ad019el | AlphaNeural AI
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ad019el
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wav2vec2-large-xlsr-53-Tamasheq
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transformers
pytorch
wav2vec2
automatic-speech-recognition
generated_from_trainer
facebook/wav2vec2-large-xlsr-53
finetune
apache-2.0
endpoints_compatible
us
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wav2vec2-large-xlsr-53-Tamasheq
This model is a fine-tuned version of
facebook/wav2vec2-large-xlsr-53
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.8053
Wer: 1.0
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: 3e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 50
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
9.4002
17.65
300
3.3014
1.0
3.0514
35.29
600
2.8053
1.0
Framework versions
Transformers 4.33.2
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
