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nsfw-fine-tuned-timm-augmented – AI Model by umairrkhn | AlphaNeural AI
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umairrkhn
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nsfw-fine-tuned-timm-augmented
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transformers
safetensors
timm_wrapper
image-classification
generated_from_trainer
umairrkhn/nsfw-fine-tuned-timm
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
not-for-all-audiences
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nsfw-fine-tuned-timm-augmented
This model is a fine-tuned version of
umairrkhn/nsfw-fine-tuned-timm
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0001
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: 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
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.0135
0.2533
500
0.0047
0.999
0.0188
0.5066
1000
0.0002
1.0
0.0123
0.7599
1500
0.0082
0.998
0.0111
1.0132
2000
0.0000
1.0
0.0031
1.2665
2500
0.0000
1.0
Framework versions
Transformers 4.48.3
Pytorch 2.5.1+cu124
Datasets 3.3.2
Tokenizers 0.21.0
