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TON_IoT_no_ddos

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metadata
library_name: transformers
license: mit
base_model: roberta-large
tags:
  - generated_from_trainer
model-index:
  - name: TON_IoT_no_ddos
    results: []

TON_IoT_no_ddos

This model is a fine-tuned version of roberta-large on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0024

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
0.1445 1.0 750 0.0046
0.0154 2.0 1500 0.0050
0.0082 3.0 2250 0.0050
0.0134 4.0 3000 0.0038
0.0018 5.0 3750 0.0024

Framework versions

  • Transformers 4.45.0.dev0
  • Pytorch 2.4.1+cu121
  • Datasets 3.0.0
  • Tokenizers 0.19.1