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README.md ADDED
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+ ---
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+ license: mit
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+ base_model: distil-whisper/distil-large-v2
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: rao-vandromme-purcell-distil-finetuned
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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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+ # rao-vandromme-purcell-distil-finetuned
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+
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+ This model is a fine-tuned version of [distil-whisper/distil-large-v2](https://huggingface.co/distil-whisper/distil-large-v2) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0590
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+ - Wer: 2.9688
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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: 8
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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: linear
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+ - lr_scheduler_warmup_steps: 5
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+ - training_steps: 50
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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 | Wer |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 0.6205 | 0.29 | 10 | 0.2496 | 3.4375 |
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+ | 0.073 | 0.59 | 20 | 0.0745 | 2.5 |
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+ | 0.2899 | 0.88 | 30 | 0.0647 | 3.125 |
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+ | 0.034 | 1.18 | 40 | 0.0674 | 3.2812 |
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+ | 0.0507 | 1.47 | 50 | 0.0590 | 2.9688 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.2
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+ - Pytorch 2.1.0+cu118
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
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