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en-phishing-email-mapped-longformer – AI Model by malecada | AlphaNeural AI
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malecada
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en-phishing-email-mapped-longformer
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tensorboard
safetensors
longformer
generated_from_trainer
allenai/longformer-base-4096
finetune
apache-2.0
us
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en-phishing-email-mapped-longformer
This model is a fine-tuned version of
allenai/longformer-base-4096
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.2154
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
0.234
1.0
478
0.2387
0.2109
2.0
956
0.2105
0.2033
3.0
1434
0.2386
0.1974
4.0
1912
0.1948
0.1748
5.0
2390
0.2154
Framework versions
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1
