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umairrkhn/fine-tuned-nsfw-classification

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
1likes14kdownloads
Model Card

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fine-tuned-nsfw-classification

This model is a fine-tuned version of Falconsai/nsfw_image_detection on the imagefolder dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0000
  • —Accuracy: 1.0

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: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 4

Training results

Training LossEpochStepValidation LossAccuracy
0.01760.60835000.00930.999
0.00311.216510000.00210.999
0.00151.824815000.00490.999
0.00012.433120000.00860.999
0.03.041425000.00870.999
0.03.649630000.00880.999

Framework versions

  • —Transformers 4.48.3
  • —Pytorch 2.5.1+cu124
  • —Datasets 3.3.2
  • —Tokenizers 0.21.0