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bert-base-finetuned-code-classification-major – AI Model by JUNstats | AlphaNeural AI
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JUNstats
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bert-base-finetuned-code-classification-major
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transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
cc-by-sa-4.0
autotrain_compatible
endpoints_compatible
us
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bert-base-finetuned-code-classification-major
This model is a fine-tuned version of
klue/bert-base
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.1591
Accuracy: 0.9557
F1: 0.9555
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: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.2098
1.0
4931
0.1662
0.9522
0.9519
0.1281
2.0
9862
0.1591
0.9557
0.9555
Framework versions
Transformers 4.28.1
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.13.3
