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firefox_bug_classifier_invalid_only – AI Model by EmreDinc | AlphaNeural AI
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firefox_bug_classifier_invalid_only
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transformers
safetensors
bert
text-classification
generated_from_trainer
google-bert/bert-base-cased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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firefox_bug_classifier_invalid_only
This model is a fine-tuned version of
google-bert/bert-base-cased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.1719
Accuracy: 0.4471
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: 5e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
1.0378
1.0
1141
1.2535
0.3124
0.9916
2.0
2282
1.1157
0.3124
0.9527
3.0
3423
1.1719
0.4471
Framework versions
Transformers 4.51.3
Pytorch 2.1.0+cu118
Datasets 3.5.0
Tokenizers 0.21.1
