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  1. README.md +91 -0
  2. generation_config.json +256 -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: apache-2.0
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+ base_model: openai/whisper-base
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - common_voice_22_0
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: openai/whisper-base
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+ results:
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+ - task:
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+ name: Automatic Speech Recognition
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+ type: automatic-speech-recognition
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+ dataset:
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+ name: common_voice_22_0
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+ type: common_voice_22_0
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+ config: eu
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+ split: test
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+ args: eu
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 14.127053891405774
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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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+ # openai/whisper-base
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+
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+ This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the common_voice_22_0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5965
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+ - Wer: 14.1271
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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: 3.75e-05
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+ - train_batch_size: 128
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+ - eval_batch_size: 64
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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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+ - training_steps: 100000
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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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+ | 0.0041 | 21.6450 | 5000 | 0.3770 | 16.8402 |
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+ | 0.0025 | 43.2900 | 10000 | 0.4045 | 16.4480 |
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+ | 0.0034 | 64.9351 | 15000 | 0.4193 | 16.2587 |
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+ | 0.0014 | 86.5801 | 20000 | 0.4449 | 15.8953 |
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+ | 0.0012 | 108.2251 | 25000 | 0.4490 | 15.8251 |
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+ | 0.0 | 129.8701 | 30000 | 0.4585 | 14.3882 |
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+ | 0.0 | 151.5152 | 35000 | 0.4865 | 13.9656 |
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+ | 0.0 | 173.1602 | 40000 | 0.5256 | 13.7763 |
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+ | 0.0 | 194.8052 | 45000 | 0.5518 | 13.6419 |
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+ | 0.0 | 216.4502 | 50000 | 0.5558 | 13.6461 |
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+ | 0.0 | 238.0952 | 55000 | 0.5683 | 13.7171 |
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+ | 0.0 | 259.7403 | 60000 | 0.5801 | 13.9259 |
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+ | 0.0 | 281.3853 | 65000 | 0.5886 | 13.9631 |
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+ | 0.0 | 303.0303 | 70000 | 0.5965 | 14.1271 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.52.3
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+ - Pytorch 2.6.0+cu124
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+ - Datasets 3.6.0
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+ - Tokenizers 0.21.1
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