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xlm-roberta-base-dutch-cola
shuisman/xlm-roberta-base-dutch-cola
xlm-roberta-base-dutch-cola is a machine learning model from shuisman. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model is a fine-tuned version of XLM-RoBERTa-base on Dutch CoLA. It achieves the following results on the evaluation set: - Loss: 0.6558 - Accuracy: 0.6708 - MCC: 0.3523
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Updated Jun 14, 2024
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At a glance
- Access
- Public
- Created
- Jun 14, 2024
- Updated
- Jun 14, 2024
- SHA
- 56e3949a
Model card
From the Hugging Face model README
xlm-roberta-base-dutch-cola
This model is a fine-tuned version of XLM-RoBERTa-base on Dutch CoLA. It achieves the following results on the evaluation set:
- Loss: 0.6558
- Accuracy: 0.6708
- MCC: 0.3523
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
- Created
- Jun 14, 2024
- Updated
- Jun 14, 2024