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--- |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: char-bert-base-uncased |
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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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# char-bert-base-uncased |
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This model is a fine-tuned version of [char-bert-base-uncased/checkpoint-1104144](https://huggingface.co/char-bert-base-uncased/checkpoint-1104144) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.1941 |
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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: 5e-05 |
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- train_batch_size: 32 |
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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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- num_epochs: 15 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:-------:|:---------------:| |
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| 0.8329 | 1.0 | 92012 | 0.4066 | |
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| 0.4066 | 2.0 | 184024 | 0.3223 | |
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| 0.3422 | 3.0 | 276036 | 0.2803 | |
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| 0.3044 | 4.0 | 368048 | 0.2560 | |
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| 0.2782 | 5.0 | 460060 | 0.2399 | |
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| 0.2593 | 6.0 | 552072 | 0.2265 | |
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| 0.2693 | 7.0 | 644084 | 0.2366 | |
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| 0.2559 | 8.0 | 736096 | 0.2228 | |
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| 0.2431 | 9.0 | 828108 | 0.2112 | |
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| 0.2334 | 10.0 | 920120 | 0.2103 | |
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| 0.2453 | 11.0 | 1012132 | 0.2164 | |
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| 0.2372 | 12.0 | 1104144 | 0.2113 | |
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| 0.2288 | 13.0 | 1196156 | 0.2004 | |
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| 0.2208 | 14.0 | 1288168 | 0.2002 | |
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| 0.2152 | 15.0 | 1380180 | 0.1941 | |
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### Framework versions |
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- Transformers 4.18.0.dev0 |
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- Pytorch 1.9.0+cu111 |
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- Datasets 1.18.3 |
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- Tokenizers 0.11.6 |
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