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update model card README.md

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@@ -13,7 +13,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [vinai/bertweet-base](https://huggingface.co/vinai/bertweet-base) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.9335
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  ## Model description
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  The following hyperparameters were used during training:
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  - learning_rate: 2e-05
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- - train_batch_size: 8
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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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- - num_epochs: 3.0
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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- | 2.3553 | 1.0 | 1815 | 2.1232 |
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- | 2.1315 | 2.0 | 3630 | 1.9624 |
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- | 2.0709 | 3.0 | 5445 | 1.9302 |
 
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  ### Framework versions
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  - Transformers 4.12.3
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- - Pytorch 1.9.0+cu111
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  - Datasets 1.15.1
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  - Tokenizers 0.10.3
 
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  This model is a fine-tuned version of [vinai/bertweet-base](https://huggingface.co/vinai/bertweet-base) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 2.0334
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  ## Model description
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  The following hyperparameters were used during training:
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  - learning_rate: 2e-05
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+ - train_batch_size: 32
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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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+ - num_epochs: 4
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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+ | 2.6741 | 1.0 | 505 | 2.2096 |
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+ | 2.3183 | 2.0 | 1010 | 2.0934 |
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+ | 2.2089 | 3.0 | 1515 | 2.0595 |
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+ | 2.1473 | 4.0 | 2020 | 2.0246 |
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  ### Framework versions
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  - Transformers 4.12.3
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+ - Pytorch 1.10.0+cu111
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  - Datasets 1.15.1
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  - Tokenizers 0.10.3