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End of training

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  1. README.md +73 -0
  2. generation_config.json +255 -0
README.md ADDED
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+ ---
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+ language:
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+ - ko
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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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+ - hf-asr-leaderboard
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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_finetune
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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_finetune
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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 aihub_1 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.3707
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+ - Cer: 12.6289
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+ - Wer: 36.7564
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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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+ - 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: 4000
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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 | Wer |
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+ |:-------------:|:-----:|:----:|:-------:|:---------------:|:-------:|
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+ | 0.2787 | 0.32 | 500 | 14.5190 | 0.4086 | 39.9745 |
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+ | 0.2996 | 0.64 | 1000 | 13.7403 | 0.3984 | 38.7252 |
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+ | 0.3226 | 0.96 | 1500 | 13.8005 | 0.3772 | 38.4629 |
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+ | 0.2281 | 1.28 | 2000 | 13.0192 | 0.3682 | 37.1511 |
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+ | 0.2242 | 1.6 | 2500 | 12.9577 | 0.3762 | 37.2961 |
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+ | 0.2284 | 1.92 | 3000 | 0.3733 | 12.7289 | 36.4465 |
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+ | 0.1648 | 2.24 | 3500 | 0.3720 | 12.8054 | 36.9687 |
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+ | 0.173 | 2.56 | 4000 | 0.3707 | 12.6289 | 36.7564 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.0.dev0
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+ - Pytorch 1.12.1+cu113
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
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