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| # xlm-roberta-base-english-cola | |
| This model is a fine-tuned version of [XLM-RoBERTa-base](https://huggingface.co/FacebookAI/xlm-roberta-base) on [English Cola](https://aclanthology.org/Q19-1040/). | |
| It achieves the following results on the evaluation set: | |
| - Loss: 0.7617 | |
| - Accuracy: 0.6200 | |
| - MCC: 0.2431 | |
| ### Training hyperparameters | |
| The following hyperparameters were used during training: | |
| - learning_rate: 4e-05 | |
| - train_batch_size: 16 | |
| - eval_batch_size: 16 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - num_epochs: 6 | |
| - EarlyStopping with patience 2 | |