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--- |
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language: |
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- yue |
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license: apache-2.0 |
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base_model: AlienKevin/whisper-base-jyutping-without-tones-full |
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tags: |
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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 Base Jyutping without Tones Full Version trained with extra data from |
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Common Voice zh-HK |
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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 Base Jyutping without Tones Full Version trained with extra data from Common Voice zh-HK |
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This model is a fine-tuned version of [AlienKevin/whisper-base-jyutping-without-tones-full](https://huggingface.co/AlienKevin/whisper-base-jyutping-without-tones-full) on the Common Voice 14.0 dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.0949 |
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- Wer: 9.7694 |
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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: 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: 400 |
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- training_steps: 2400 |
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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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| 0.0921 | 0.14 | 800 | 0.1049 | 10.4769 | |
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| 0.0824 | 0.28 | 1600 | 0.0989 | 9.8173 | |
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| 0.0611 | 0.42 | 2400 | 0.0949 | 9.7694 | |
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### Framework versions |
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- Transformers 4.34.0.dev0 |
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- Pytorch 2.0.1 |
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- Datasets 2.14.5 |
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- Tokenizers 0.13.3 |
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