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bert-fine-tuned-cola – AI Model by jesusnieto | AlphaNeural AI
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jesusnieto
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bert-fine-tuned-cola
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tensorboard
safetensors
bert
generated_from_trainer
google-bert/bert-base-cased
finetune
apache-2.0
us
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bert-fine-tuned-cola
This model is a fine-tuned version of
bert-base-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.2212
Matthews Correlation: 0.5684
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: 2e-05
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: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Matthews Correlation
0.1731
1.0
1069
0.7957
0.5641
0.1107
2.0
2138
1.0284
0.5733
0.0804
3.0
3207
1.2212
0.5684
Framework versions
Transformers 4.36.2
Pytorch 2.6.0+cpu
Datasets 3.6.0
Tokenizers 0.15.2
