End of training
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README.md
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base_model: openai/whisper-tiny
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tags:
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- generated_from_trainer
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model-index:
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- name: whisper-base-v3
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results: []
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 164.4911
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- eval_samples_per_second: 1.216
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- eval_steps_per_second: 0.152
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- epoch: 30.0
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- step: 1500
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- training_steps: 2000
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.46.2
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base_model: openai/whisper-tiny
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tags:
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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: whisper-base-v3
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results: []
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9925
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- Wer: 59.2459
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1.25e-05
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- training_steps: 2000
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|
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| 0.3646 | 10.0 | 500 | 0.7449 | 68.1306 |
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| 0.0248 | 20.0 | 1000 | 0.9000 | 55.8220 |
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| 0.0058 | 30.0 | 1500 | 0.9660 | 56.1254 |
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| 0.0025 | 40.0 | 2000 | 0.9925 | 59.2459 |
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### Framework versions
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- Transformers 4.46.2
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model.safetensors
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size 966995080
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