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bertje-dutch-cola – AI Model by bylin | AlphaNeural AI
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bertje-dutch-cola
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transformers
safetensors
bert
text-classification
generated_from_trainer
nl
GroNLP/dutch-cola
GroNLP/bert-base-dutch-cased
finetune
autotrain_compatible
endpoints_compatible
us
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bertje-dutch-cola
This model is a fine-tuned version of
GroNLP/bert-base-dutch-cased
on
Dutch CoLA
. It achieves the following results on the evaluation set:
Loss: 0.7208
Accuracy: 0.7792
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: 32
eval_batch_size: 32
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
Accuracy
0.5395
1.0
622
0.6046
0.7346
0.3626
2.0
1244
0.5864
0.7808
0.261
3.0
1866
0.7208
0.7792
Framework versions
Transformers 4.39.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.15.2
