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  1. README.md +75 -0
  2. generation_config.json +267 -0
  3. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: openai/whisper-large-v3
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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-large-v3-basque
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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-large-v3-basque
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+
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+ This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.1658
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+ - Wer: 8.3543
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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: 256
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+ - eval_batch_size: 32
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+ - seed: 42
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+ - distributed_type: multi-GPU
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+ - num_devices: 2
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+ - total_train_batch_size: 512
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+ - total_eval_batch_size: 64
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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: 500
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+ - training_steps: 5000
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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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+ | 0.0865 | 0.66 | 500 | 0.1567 | 11.7156 |
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+ | 0.0529 | 1.32 | 1000 | 0.1355 | 8.9309 |
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+ | 0.0488 | 1.98 | 1500 | 0.1251 | 8.4340 |
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+ | 0.0347 | 2.64 | 2000 | 0.1251 | 7.8145 |
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+ | 0.0246 | 3.3 | 2500 | 0.1301 | 7.5569 |
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+ | 0.0232 | 3.96 | 3000 | 0.1298 | 9.0719 |
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+ | 0.0167 | 4.62 | 3500 | 0.1392 | 8.0905 |
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+ | 0.0108 | 5.28 | 4000 | 0.1533 | 8.9493 |
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+ | 0.0107 | 5.94 | 4500 | 0.1526 | 8.9738 |
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+ | 0.0072 | 6.61 | 5000 | 0.1658 | 8.3543 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.0
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+ - Pytorch 2.1.1+cu121
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+ - Datasets 2.8.0
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+ - Tokenizers 0.15.2
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