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bert-base-uncased-finetuned-imdb – AI Model by jasheu | AlphaNeural AI
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jasheu
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bert-base-uncased-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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bert-base-uncased-finetuned-imdb
This model is a fine-tuned version of
bert-base-uncased
on the imdb dataset. It achieves the following results on the evaluation set:
Loss: 0.3245
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
Training results
Training Loss
Epoch
Step
Validation Loss
0.349
1.0
157
0.3184
0.3365
2.0
314
0.3168
0.3306
3.0
471
0.3134
Framework versions
Transformers 4.30.2
Pytorch 2.0.1
Datasets 2.13.1
Tokenizers 0.13.3
