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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