deberta-v3-base-cola
This model is a fine-tuned version of microsoft/deberta-v3-base on the GLUE COLA dataset. It achieves the following results on the evaluation set:
- Loss: 0.7360
- Matthews Correlation: 0.6875
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 9e-06
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5.0
Training results
Framework versions
- Transformers 4.21.2
- Pytorch 1.12.1+cu113
- Datasets 2.1.0
- Tokenizers 0.12.1
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Dataset used to train yiiino/deberta-v3-base-cola
Evaluation results
- Matthews Correlation on GLUE COLAself-reported0.688