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my_awesome_model_bert – AI Model by Aryanow | AlphaNeural AI
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Aryanow
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my_awesome_model_bert
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pytorch
tensorboard
bert
generated_from_trainer
apache-2.0
us
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my_awesome_model_bert
This model is a fine-tuned version of
bert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2160
Accuracy: 0.9408
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: 16
eval_batch_size: 16
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
0.2203
1.0
1563
0.1681
0.9378
0.1308
2.0
3126
0.2160
0.9408
Framework versions
Transformers 4.26.1
Pytorch 2.1.0+cu118
Datasets 2.16.1
Tokenizers 0.13.3
