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bert-tiny-domain-adapted-imdb – AI Model by rasyosef | AlphaNeural AI
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rasyosef
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bert-tiny-domain-adapted-imdb
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transformers
tensorboard
safetensors
bert
fill-mask
generated_from_trainer
en
imdb
prajjwal1/bert-tiny
finetune
mit
autotrain_compatible
endpoints_compatible
us
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bert-tiny-domain-adapted-imdb
This model is a fine-tuned version of
prajjwal1/bert-tiny
on the
imdb
dataset. It achieves the following results on the evaluation set:
Loss: 3.6873
Perplexity: 39.94
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
4.1563
1.0
782
3.7462
4.0555
2.0
1564
3.6977
4.0285
3.0
2346
3.6963
Framework versions
Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2
