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End of training

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  1. README.md +72 -0
  2. generation_config.json +241 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: mit
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+ base_model: openai/whisper-large-v3-turbo
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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: whisper-medium-CAENNAIS
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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-medium-CAENNAIS
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+
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+ This model is a fine-tuned version of [openai/whisper-large-v3-turbo](https://huggingface.co/openai/whisper-large-v3-turbo) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5740
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+ - Wer: 26.7396
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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: 32
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+ - eval_batch_size: 16
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 500
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+ - num_epochs: 10
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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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+ | No log | 1.0 | 56 | 0.7664 | 33.4990 |
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+ | No log | 2.0 | 112 | 0.4936 | 28.0649 |
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+ | No log | 3.0 | 168 | 0.4702 | 23.7906 |
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+ | No log | 4.0 | 224 | 0.4987 | 28.4957 |
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+ | No log | 5.0 | 280 | 0.4999 | 23.7575 |
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+ | No log | 6.0 | 336 | 0.5567 | 25.3810 |
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+ | No log | 7.0 | 392 | 0.5685 | 23.4924 |
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+ | No log | 8.0 | 448 | 0.5738 | 25.0497 |
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+ | 0.3662 | 9.0 | 504 | 0.6081 | 24.6852 |
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+ | 0.3662 | 10.0 | 560 | 0.5740 | 26.7396 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.46.2
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+ - Pytorch 2.4.1+cu121
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+ - Datasets 3.1.0
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+ - Tokenizers 0.20.0
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