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nyankole_wav2vec2-runpod-unf – AI Model by Shawal777 | AlphaNeural AI
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nyankole_wav2vec2-runpod-unf
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transformers
safetensors
wav2vec2
automatic-speech-recognition
generated_from_trainer
facebook/wav2vec2-large-xlsr-53
finetune
apache-2.0
endpoints_compatible
us
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nyankole_wav2vec2-runpod-unf
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:
eval_loss: 0.6801
eval_wer: 0.5843
eval_runtime: 36.7511
eval_samples_per_second: 5.115
eval_steps_per_second: 0.653
epoch: 28.9976
step: 6104
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: 5e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 100
mixed_precision_training: Native AMP
Framework versions
Transformers 4.42.4
Pytorch 2.1.0+cu118
Datasets 2.20.0
Tokenizers 0.19.1
