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README.md
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- generated_from_trainer
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datasets:
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- Bingsu/zeroth-korean
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metrics:
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- wer
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model-index:
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- name: Whisper Tiny Ko - TJ
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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: Zeroth-Korean
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type: Bingsu/zeroth-korean
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config: null
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split: None
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args: 'config:ko, split: test'
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metrics:
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- name: Wer
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type: wer
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value: 36.289715404306584
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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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# Whisper Tiny Ko - TJ
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Zeroth-Korean dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3234
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- Wer: 36.2897
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## Model description
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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:
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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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| 0.6968 | 0.72 | 1000 | 0.4325 | 42.5237 |
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| 0.2949 | 1.44 | 2000 | 0.3495 | 38.9098 |
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| 0.2274 | 2.16 | 3000 | 0.3234 | 36.2897 |
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### Framework versions
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- Transformers 4.27.0.dev0
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- generated_from_trainer
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datasets:
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- Bingsu/zeroth-korean
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model-index:
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- name: Whisper Tiny Ko - TJ
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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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# Whisper Tiny Ko - TJ
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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Zeroth-Korean dataset.
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## Model description
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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: 2000
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.27.0.dev0
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