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README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ base_model: openai/whisper-medium
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - accuracy
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+ - f1
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+ - precision
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+ - recall
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+ model-index:
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+ - name: adima_training_new
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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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+ # adima_training_new
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+
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+ This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.6126
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+ - Accuracy: 0.6125
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+ - F1: 0.1622
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+ - Precision: 1.0
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+ - Recall: 0.0882
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+ - Auc: 0.8600
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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: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Use 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: 100
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+ - num_epochs: 6
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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 | Accuracy | F1 | Precision | Recall | Auc |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|:------:|
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+ | 0.7399 | 1.0 | 25 | 0.7019 | 0.4375 | 0.6018 | 0.4304 | 1.0 | 0.5045 |
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+ | 0.7101 | 2.0 | 50 | 0.6837 | 0.6625 | 0.5846 | 0.6129 | 0.5588 | 0.7033 |
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+ | 0.7101 | 3.0 | 75 | 0.6608 | 0.575 | 0.0 | 0.0 | 0.0 | 0.8223 |
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+ | 0.6606 | 4.0 | 100 | 0.6394 | 0.575 | 0.0 | 0.0 | 0.0 | 0.8504 |
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+ | 0.6606 | 5.0 | 125 | 0.6192 | 0.6 | 0.1111 | 1.0 | 0.0588 | 0.8600 |
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+ | 0.6128 | 6.0 | 150 | 0.6126 | 0.6125 | 0.1622 | 1.0 | 0.0882 | 0.8600 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.52.4
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+ - Pytorch 2.6.0+cu126
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+ - Datasets 3.6.0
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+ - Tokenizers 0.21.1
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