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pii-protection-model – AI Model by Kashish-jain | AlphaNeural AI
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Kashish-jain
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pii-protection-model
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transformers
safetensors
bert
token-classification
generated_from_trainer
Kashish-jain/pii-protection-model
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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pii-protection-model
This model is a fine-tuned version of
Kashish-jain/pii-protection-model
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0211
Precision: 0.9160
Recall: 0.9729
F1: 0.9436
Accuracy: 0.9851
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: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
0.0213
1.0
2500
0.0217
0.9542
0.9992
0.9762
0.9851
0.0211
2.0
5000
0.0214
0.9377
0.9819
0.9593
0.9851
0.0219
3.0
7500
0.0211
0.9160
0.9729
0.9436
0.9851
Framework versions
Transformers 4.50.3
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1
