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README.md
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library_name: transformers
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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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- Transformers 4.45.0.dev0
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- Pytorch 2.4.1
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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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-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-pt-cv19-fleurs
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results: []
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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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# whisper-large-v3-pt-cv19-fleurs
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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: 0.1848
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- Wer: 0.0756
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 6.25e-06
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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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- gradient_accumulation_steps: 2
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- total_train_batch_size: 16
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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: 10000
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- training_steps: 50000
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-------:|:-----:|:---------------:|:------:|
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| 0.0559 | 2.2883 | 5000 | 0.1096 | 0.0730 |
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| 0.0581 | 4.5767 | 10000 | 0.1326 | 0.0829 |
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| 0.0225 | 6.8650 | 15000 | 0.1570 | 0.0849 |
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| 0.0088 | 9.1533 | 20000 | 0.1704 | 0.0840 |
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| 0.0065 | 11.4416 | 25000 | 0.1823 | 0.0849 |
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| 0.006 | 13.7300 | 30000 | 0.1808 | 0.0809 |
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| 0.0055 | 16.0183 | 35000 | 0.1811 | 0.0790 |
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| 0.0031 | 18.3066 | 40000 | 0.1907 | 0.0784 |
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| 0.0011 | 20.5950 | 45000 | 0.1852 | 0.0771 |
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| 0.0003 | 22.8833 | 50000 | 0.1848 | 0.0756 |
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### Framework versions
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- Transformers 4.45.0.dev0
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- Pytorch 2.4.1
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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model-00001-of-00002.safetensors
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runs/Oct01_15-09-05_DITEC2014063010/events.out.tfevents.1727806253.DITEC2014063010
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