End of training
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README.md
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# whisper-small-minds14
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the PolyAI/minds14 dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.6912
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- eval_wer_ortho: 0.2727
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- eval_wer: 0.2792
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- eval_runtime: 60.5357
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- eval_samples_per_second: 1.867
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- eval_steps_per_second: 0.132
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- epoch: 27.59
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- step: 800
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant_with_warmup
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- lr_scheduler_warmup_steps: 50
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- training_steps:
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### Framework versions
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# whisper-small-minds14
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the PolyAI/minds14 dataset.
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant_with_warmup
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- lr_scheduler_warmup_steps: 50
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- training_steps: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|
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| No log | 0.34 | 10 | 0.6913 | 0.2721 | 0.2786 |
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### Framework versions
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