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--- |
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license: apache-2.0 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: wav2vec2-large-xls-r-1b-korean-sample5 |
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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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# wav2vec2-large-xls-r-1b-korean-sample5 |
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This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.1118 |
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- Cer: 0.0217 |
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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: 0.0001 |
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- train_batch_size: 4 |
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- eval_batch_size: 4 |
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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: 1000 |
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- num_epochs: 5 |
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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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| 0.3411 | 1.0 | 12588 | 0.2680 | 0.0738 | |
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| 0.2237 | 2.0 | 25176 | 0.1812 | 0.0470 | |
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| 0.1529 | 3.0 | 37764 | 0.1482 | 0.0339 | |
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| 0.1011 | 4.0 | 50352 | 0.1168 | 0.0256 | |
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| 0.0715 | 5.0 | 62940 | 0.1118 | 0.0217 | |
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### Framework versions |
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- Transformers 4.18.0 |
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- Pytorch 1.13.0 |
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- Datasets 2.6.1 |
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- Tokenizers 0.11.0 |
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