End of training
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README.md
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- generated_from_trainer
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datasets:
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- Chinese_english
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model-index:
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- name: Whisper tiny Chinese
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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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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Chinese English dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 183.8429
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- eval_samples_per_second: 3.421
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- eval_steps_per_second: 3.421
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- epoch: 0.6667
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- step: 200
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## Model description
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- lr_scheduler_warmup_steps: 500
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- training_steps: 1500
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### Framework versions
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- Transformers 4.49.0
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- generated_from_trainer
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datasets:
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- Chinese_english
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metrics:
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- wer
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model-index:
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- name: Whisper tiny Chinese
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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: Chinese English
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type: Chinese_english
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args: 'config: default, split: test'
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metrics:
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- name: Wer
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type: wer
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value: 16.282764098490865
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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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This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Chinese English dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3662
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- Wer: 16.2828
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## Model description
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- lr_scheduler_warmup_steps: 500
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- training_steps: 1500
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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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| 0.3967 | 0.6667 | 200 | 0.4181 | 20.5401 |
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| 0.2613 | 1.3333 | 400 | 0.3772 | 18.1573 |
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| 0.2237 | 2.0 | 600 | 0.3532 | 15.9333 |
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| 0.0728 | 2.6667 | 800 | 0.3657 | 16.3622 |
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| 0.0357 | 3.3333 | 1000 | 0.3564 | 17.3630 |
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| 0.0108 | 4.0 | 1200 | 0.3544 | 16.1716 |
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| 0.0039 | 4.6667 | 1400 | 0.3662 | 16.2828 |
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### Framework versions
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- Transformers 4.49.0
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model.safetensors
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runs/Apr17_22-06-23_151d3cb3111a/events.out.tfevents.1744927607.151d3cb3111a.220.2
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