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vehicle-biometric-ner-model – AI Model by abhishek2244 | AlphaNeural AI
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abhishek2244
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vehicle-biometric-ner-model
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transformers
safetensors
bert
token-classification
generated_from_trainer
ab-ai/pii_model
finetune
apache-2.0
endpoints_compatible
us
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vehicle-biometric-ner-model
This model is a fine-tuned version of
ab-ai/pii_model
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0058
Precision: 1.0
Recall: 1.0
F1: 1.0
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_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
1.951
1.0
50
0.4265
0.3947
0.3777
0.3860
0.8781
0.2273
2.0
100
0.0336
0.9611
0.9784
0.9697
0.9939
0.0272
3.0
150
0.0058
1.0
1.0
1.0
1.0
Framework versions
Transformers 4.57.1
Pytorch 2.8.0+cu126
Datasets 4.0.0
Tokenizers 0.22.1
