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Jios/TON_IoT_no_injection_LoRA

sourceHugging Facemitupdated 1y agoView on Hugging Face
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Model Card

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TONIoTnoinjectionLoRA

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

  • —Loss: 0.0095

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
  • —trainbatchsize: 64
  • —evalbatchsize: 64
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation Loss
No log1.0940.2847
No log2.01880.0325
No log3.02820.0130
No log4.03760.0127
No log5.04700.0116
0.13376.05640.0114
0.13377.06580.0106
0.13378.07520.0098
0.13379.08460.0092
0.133710.09400.0095

Framework versions

  • —PEFT 0.17.1
  • —Transformers 4.57.0
  • —Pytorch 2.8.0+cu126
  • —Datasets 4.2.0
  • —Tokenizers 0.22.1