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  1. README.md +97 -0
  2. generation_config.json +259 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: zuazo/whisper-large-es
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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: zuazo/whisper-large-es
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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: 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: 12.981489732269432
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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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+ # zuazo/whisper-large-es
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+
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+ This model is a fine-tuned version of [zuazo/whisper-large-es](https://huggingface.co/zuazo/whisper-large-es) 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: 0.4549
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+ - Wer: 12.9815
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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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+
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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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+ | 0.0162 | 4.01 | 1000 | 0.3159 | 16.8577 |
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+ | 0.0042 | 9.01 | 2000 | 0.3181 | 15.1606 |
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+ | 0.0038 | 14.01 | 3000 | 0.3367 | 14.7211 |
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+ | 0.0035 | 19.0 | 4000 | 0.3419 | 14.5915 |
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+ | 0.0012 | 24.0 | 5000 | 0.3489 | 14.3586 |
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+ | 0.0029 | 29.0 | 6000 | 0.3650 | 14.6746 |
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+ | 0.0011 | 33.01 | 7000 | 0.3643 | 13.8138 |
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+ | 0.0006 | 38.01 | 8000 | 0.3628 | 14.0042 |
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+ | 0.0009 | 43.01 | 9000 | 0.3661 | 14.0042 |
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+ | 0.0003 | 48.01 | 10000 | 0.3794 | 13.7166 |
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+ | 0.0003 | 53.0 | 11000 | 0.3793 | 13.6923 |
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+ | 0.0 | 58.0 | 12000 | 0.3991 | 13.4027 |
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+ | 0.0 | 63.0 | 13000 | 0.4119 | 13.3562 |
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+ | 0.0 | 67.01 | 14000 | 0.4209 | 13.2184 |
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+ | 0.0 | 72.01 | 15000 | 0.4288 | 13.2225 |
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+ | 0.0 | 77.01 | 16000 | 0.4361 | 13.1516 |
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+ | 0.0 | 82.01 | 17000 | 0.4428 | 13.1334 |
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+ | 0.0 | 87.0 | 18000 | 0.4487 | 13.1334 |
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+ | 0.0 | 92.0 | 19000 | 0.4531 | 12.9896 |
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+ | 0.0 | 97.0 | 20000 | 0.4549 | 12.9815 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.33.0.dev0
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.14.4
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+ - Tokenizers 0.13.3
generation_config.json ADDED
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