End of training
Browse files- README.md +3 -25
- model.safetensors +1 -1
- runs/Feb04_19-22-53_MSI/events.out.tfevents.1707074582.MSI +3 -0
- training_args.bin +1 -1
README.md
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- generated_from_trainer
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datasets:
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- PolyAI/minds14
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metrics:
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- wer
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model-index:
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- name: whisper-tiny
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results:
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- task:
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name: Automatic Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: PolyAI/minds14
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type: PolyAI/minds14
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config: en-US
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split: train
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args: en-US
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metrics:
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- name: Wer
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type: wer
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value: 0.6770956316410862
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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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# whisper-tiny
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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: 0.7268
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- Wer Ortho: 0.6798
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- Wer: 0.6771
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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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- 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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- mixed_precision_training: Native AMP
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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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| 0.0014 | 17.86 | 500 | 0.7268 | 0.6798 | 0.6771 |
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### Framework versions
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- generated_from_trainer
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datasets:
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- PolyAI/minds14
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model-index:
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- name: whisper-tiny
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results: []
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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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# whisper-tiny
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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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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-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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- 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: 200
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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model.safetensors
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runs/Feb04_19-22-53_MSI/events.out.tfevents.1707074582.MSI
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training_args.bin
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