LeoKuo49 commited on
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End of training

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README.md ADDED
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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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+
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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_all
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+
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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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+
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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: 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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+
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+ ### Training results
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+
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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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+
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+
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+ ### Framework versions
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+
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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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