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BERT_trainer_irony – AI Model by Meet04 | AlphaNeural AI
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Meet04
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BERT_trainer_irony
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transformers
tensorboard
safetensors
bert
text-classification
generated_from_trainer
google-bert/bert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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BERT_trainer_irony
This model is a fine-tuned version of
bert-base-uncased
on the irony dataset. It achieves the following results on the evaluation set:
Loss: 2.3282
Accuracy: 0.7015
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
358
1.4982
0.7005
0.1652
2.0
716
1.9033
0.7047
0.0643
3.0
1074
2.0941
0.7079
0.0643
4.0
1432
2.3087
0.7016
0.0161
5.0
1790
2.3704
0.7026
Framework versions
Transformers 4.38.2
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2
