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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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+ datasets:
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+ - common_voice_13_0
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: openai/whisper-large-v3
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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_13_0
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+ type: common_voice_13_0
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+ config: es
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+ split: test
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+ args: es
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 4.9295277686894154
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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-large-v3
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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 the common_voice_13_0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.3245
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+ - Wer: 4.9295
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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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+ - gradient_accumulation_steps: 2
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+ - total_train_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: 20000
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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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+ | 0.058 | 2.04 | 1000 | 0.1540 | 4.6851 |
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+ | 0.0124 | 4.07 | 2000 | 0.1829 | 4.6787 |
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+ | 0.0052 | 6.11 | 3000 | 0.2190 | 4.8096 |
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+ | 0.0024 | 8.15 | 4000 | 0.2289 | 4.8776 |
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+ | 0.0024 | 10.18 | 5000 | 0.2341 | 4.8923 |
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+ | 0.0015 | 12.22 | 6000 | 0.2459 | 4.9340 |
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+ | 0.0021 | 14.26 | 7000 | 0.2558 | 4.9276 |
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+ | 0.0011 | 16.29 | 8000 | 0.2540 | 5.1015 |
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+ | 0.0013 | 18.33 | 9000 | 0.2611 | 5.1855 |
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+ | 0.0005 | 20.37 | 10000 | 0.2720 | 4.9379 |
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+ | 0.0028 | 22.4 | 11000 | 0.2614 | 5.0110 |
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+ | 0.0004 | 24.44 | 12000 | 0.2652 | 4.9898 |
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+ | 0.0004 | 26.48 | 13000 | 0.2850 | 4.9776 |
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+ | 0.0006 | 28.51 | 14000 | 0.2736 | 4.9732 |
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+ | 0.0002 | 30.55 | 15000 | 0.2944 | 5.1566 |
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+ | 0.0002 | 32.59 | 16000 | 0.2949 | 5.0007 |
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+ | 0.0001 | 34.62 | 17000 | 0.3094 | 4.9552 |
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+ | 0.0 | 36.66 | 18000 | 0.3185 | 4.9622 |
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+ | 0.0 | 38.7 | 19000 | 0.3229 | 4.9462 |
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+ | 0.0 | 40.73 | 20000 | 0.3245 | 4.9295 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.2
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+ - Pytorch 2.2.0+cu121
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.1
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