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whisper-medium.en-merged_dataset

Automatic Speech Recognition
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whisper
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  1. README.md +71 -0
  2. generation_config.json +94 -0
  3. model.safetensors +1 -1
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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.en
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: whisper-medium.en-merged_dataset
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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.en-merged_dataset
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+
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+ This model is a fine-tuned version of [openai/whisper-medium.en](https://huggingface.co/openai/whisper-medium.en) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Cer: 890.9343
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+ - Loss: 0.5805
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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: 1
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+ - eval_batch_size: 1
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+ - seed: 42
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+ - gradient_accumulation_steps: 16
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+ - total_train_batch_size: 16
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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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+ - num_epochs: 3
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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 | Cer | Validation Loss |
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+ |:-------------:|:------:|:----:|:--------:|:---------------:|
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+ | 3.1316 | 0.2626 | 500 | 327.6237 | 1.4389 |
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+ | 1.2083 | 0.5252 | 1000 | 456.3455 | 0.9819 |
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+ | 0.9269 | 0.7878 | 1500 | 737.9578 | 0.8079 |
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+ | 0.7618 | 1.0504 | 2000 | 966.5418 | 0.7155 |
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+ | 0.5428 | 1.3130 | 2500 | 665.7924 | 0.6660 |
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+ | 0.5139 | 1.5756 | 3000 | 899.3139 | 0.6320 |
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+ | 0.4948 | 1.8382 | 3500 | 965.0479 | 0.6049 |
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+ | 0.4122 | 2.1008 | 4000 | 942.7040 | 0.5902 |
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+ | 0.3145 | 2.3634 | 4500 | 969.4258 | 0.5819 |
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+ | 0.2576 | 2.6261 | 5000 | 890.9343 | 0.5805 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.51.0
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+ - Pytorch 2.7.1+cu128
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+ - Datasets 3.6.0
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+ - Tokenizers 0.21.1
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