umairrkhn/fine-tuned-nsfw-classification

🤗 Hugging Face sourceimage-classificationapache-2.086M params343 MBsafetensors✓ 2 checksumsupdated today

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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
train_batch_size: 16
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.0176	0.6083	500	0.0093	0.999
0.0031	1.2165	1000	0.0021	0.999
0.0015	1.8248	1500	0.0049	0.999
0.0001	2.4331	2000	0.0086	0.999
0.0	3.0414	2500	0.0087	0.999
0.0	3.6496	3000	0.0088	0.999

Framework versions

Transformers 4.48.3
Pytorch 2.5.1+cu124
Datasets 3.3.2
Tokenizers 0.21.0