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bert_mini_cosmetic – AI Model by hunggggg | AlphaNeural AI
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bert_mini_cosmetic
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transformers
pytorch
bert
text-classification
generated_from_trainer
prajjwal1/bert-mini
finetune
mit
autotrain_compatible
endpoints_compatible
us
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bert_mini_cosmetic
This model is a fine-tuned version of
prajjwal1/bert-mini
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.3512
Accuracy: 0.9083
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: 64
eval_batch_size: 64
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
120
0.7387
0.8848
No log
2.0
240
0.4699
0.9047
No log
3.0
360
0.3882
0.9041
No log
4.0
480
0.3598
0.9078
0.6339
5.0
600
0.3512
0.9083
Framework versions
Transformers 4.32.1
Pytorch 2.0.1+cu117
Datasets 2.14.4
Tokenizers 0.13.3
