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text_cls_bert-base-uncased_imdb_finetune – AI Model by jonastokoliu | AlphaNeural AI
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jonastokoliu
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text_cls_bert-base-uncased_imdb_finetune
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transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
imdb
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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text_cls_bert-base-uncased_imdb_finetune
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: 0.1784
Accuracy: 0.9367
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: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
391
0.1758
0.9346
0.2319
2.0
782
0.1784
0.9367
Framework versions
Transformers 4.30.0
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3
