End of training
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README.md
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---
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language:
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- zh
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license: apache-2.0
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base_model: openai/whisper-large-v2
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tags:
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- generated_from_trainer
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datasets:
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- LeoKuo49/Amitabha_all
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model-index:
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- name: Whisper-finetune_all
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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-finetune_all
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This model is a fine-tuned version of [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v2) on the Amitabha_all dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0002
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- Cer: 0.1505
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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: 1e-05
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- train_batch_size: 16
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- eval_batch_size: 8
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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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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Cer |
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|:-------------:|:-------:|:----:|:---------------:|:------:|
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| 0.0581 | 3.1056 | 1000 | 0.0515 | 6.2281 |
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| 0.0132 | 6.2112 | 2000 | 0.0075 | 2.8061 |
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| 0.0009 | 9.3168 | 3000 | 0.0006 | 0.3260 |
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| 0.0001 | 12.4224 | 4000 | 0.0002 | 0.1505 |
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### Framework versions
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- Transformers 4.41.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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generation_config.json
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