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PII_NER – AI Model by Virus-Proton | AlphaNeural AI

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Virus-Proton/
PII_NER

like

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token-classification

generated_from_trainer

lakshyakh93/deberta_finetuned_pii

autotrain_compatible

endpoints_compatible

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PII_NER

This model is a fine-tuned version of lakshyakh93/deberta_finetuned_pii on the None dataset.

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: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Framework versions

Transformers 4.36.2
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.15.0