End of training
Browse files- README.md +17 -11
- model.safetensors +1 -1
- runs/Feb04_21-29-16_MSI/events.out.tfevents.1707082161.MSI +2 -2
README.md
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metrics:
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- name: Wer
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type: wer
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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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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- Loss: 0.
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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: 16
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- seed: 42
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| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|
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### Framework versions
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metrics:
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- name: Wer
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type: wer
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value: 0.40436835891381345
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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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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- Loss: 0.5951
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- Wer Ortho: 0.4781
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- Wer: 0.4044
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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: 1e-06
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|
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| 2.605 | 1.79 | 50 | 2.3450 | 0.5355 | 0.3967 |
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| 1.67 | 3.57 | 100 | 1.4800 | 0.5355 | 0.4126 |
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| 0.8205 | 5.36 | 150 | 0.8745 | 0.5836 | 0.4787 |
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| 0.5984 | 7.14 | 200 | 0.7396 | 0.4923 | 0.4079 |
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| 0.4993 | 8.93 | 250 | 0.6831 | 0.4769 | 0.3996 |
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| 0.4134 | 10.71 | 300 | 0.6510 | 0.4830 | 0.4032 |
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| 0.384 | 12.5 | 350 | 0.6307 | 0.4738 | 0.3961 |
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| 0.3286 | 14.29 | 400 | 0.6162 | 0.4806 | 0.4050 |
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| 0.3188 | 16.07 | 450 | 0.6062 | 0.4800 | 0.4050 |
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| 0.2751 | 17.86 | 500 | 0.6010 | 0.4843 | 0.4097 |
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| 0.2568 | 19.64 | 550 | 0.5970 | 0.4750 | 0.4026 |
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| 0.237 | 21.43 | 600 | 0.5951 | 0.4781 | 0.4044 |
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### Framework versions
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model.safetensors
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runs/Feb04_21-29-16_MSI/events.out.tfevents.1707082161.MSI
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