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my_awesome_swag_model – AI Model by hcy5561 | AlphaNeural AI
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hcy5561
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my_awesome_swag_model
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tensorboard
safetensors
bert
generated_from_trainer
google-bert/bert-base-uncased
finetune
apache-2.0
us
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my_awesome_swag_model
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: 1.0398
Accuracy: 0.7892
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: 5e-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: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.7713
1.0
4597
0.6088
0.7645
0.3816
2.0
9194
0.6102
0.7859
0.1449
3.0
13791
1.0398
0.7892
Framework versions
Transformers 4.39.3
Pytorch 2.2.2+cu118
Datasets 2.20.0
Tokenizers 0.15.2
