umairrkhn/nsfw-fine-tuned-timm

🤗 Hugging Face sourceimage-classificationapache-2.06M params22 MBsafetensors✓ 2 checksumsupdated today

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nsfw-fine-tuned-timm

This model is a fine-tuned version of Marqo/nsfw-image-detection-384 on the imagefolder dataset. It achieves the following results on the evaluation set:

Loss: 0.0041
Accuracy: 0.999

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: 16
eval_batch_size: 16
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: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1.5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.0041	0.5066	500	0.0147	0.996
0.0023	1.0132	1000	0.0003	1.0

Framework versions

Transformers 4.48.3
Pytorch 2.5.1+cu124
Datasets 3.3.2
Tokenizers 0.21.0