./outs
Browse files
README.md
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This model is a fine-tuned version of [biodatlab/whisper-th-small-combined](https://huggingface.co/biodatlab/whisper-th-small-combined) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Cer: 8.
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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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- gradient_accumulation_steps: 2.0
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- total_train_batch_size: 32.0
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type:
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- num_epochs: 5.0
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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 | Cer
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| No log | 0.9926 | 67 | 0.
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### Framework versions
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This model is a fine-tuned version of [biodatlab/whisper-th-small-combined](https://huggingface.co/biodatlab/whisper-th-small-combined) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1148
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- Cer: 8.3732
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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: 2e-05
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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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- gradient_accumulation_steps: 2.0
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- total_train_batch_size: 32.0
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- num_epochs: 5.0
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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 | Cer |
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|:-------------:|:------:|:----:|:---------------:|:------:|
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| No log | 0.9926 | 67 | 0.1328 | 7.6982 |
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| 0.2693 | 2.0 | 135 | 0.1273 | 7.8379 |
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| 0.0931 | 2.9926 | 202 | 0.1198 | 6.8236 |
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| 0.0931 | 4.0 | 270 | 0.1176 | 8.2136 |
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| 0.0505 | 4.9630 | 335 | 0.1148 | 8.3732 |
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### Framework versions
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model.safetensors
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training_args.bin
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