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End of training

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  1. README.md +65 -0
  2. generation_config.json +264 -0
README.md ADDED
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+ ---
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+ language:
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+ - hre
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+ license: apache-2.0
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+ base_model: openai/whisper-small
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - ntviet/Hre-audio-dataset6
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+ model-index:
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+ - name: Whisper Small Hre 6 - female voice - 500 steps, metric CER
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+ results: []
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+ ---
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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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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # Whisper Small Hre 6 - female voice - 500 steps, metric CER
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+
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+ This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Hre audio dataset 6 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0693
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+ - Cer Ortho: 9.3458
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+ - Cer: 0.0
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 1e-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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+ - 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: 500
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Cer Ortho | Cer |
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+ |:-------------:|:-----:|:----:|:---------------:|:---------:|:---:|
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+ | 0.1016 | 4.13 | 500 | 0.0693 | 9.3458 | 0.0 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.39.3
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+ - Pytorch 2.2.1+cu121
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
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