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
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Model tree for Shawal777/nyankole_wav2vec2-runpod-unf
Base model
facebook/wav2vec2-large-xlsr-53