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secbert-finetuned-imdb – AI Model by zzj0402 | AlphaNeural AI
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zzj0402
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secbert-finetuned-imdb
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transformers
pytorch
tensorboard
bert
fill-mask
generated_from_trainer
imdb
apache-2.0
autotrain_compatible
endpoints_compatible
us
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secbert-finetuned-imdb
This model is a fine-tuned version of
jackaduma/SecBERT
on the imdb dataset. It achieves the following results on the evaluation set:
Loss: 4.4299
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: 3.0
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
5.2703
1.0
157
4.6827
4.6746
2.0
314
4.4769
4.5507
3.0
471
4.4616
Framework versions
Transformers 4.21.1
Pytorch 1.12.1+cu113
Datasets 2.4.0
Tokenizers 0.12.1
