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Isotonic
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t5-base-ai4privacy

Text2Text Generation
Transformers
PyTorch
Safetensors
t5
Generated from Trainer
text-generation-inference
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PII_T5

This model is a fine-tuned version of google/flan-t5-base on ai4privacy/pii-masking-65k 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: 5e-07
  • train_batch_size: 24
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.2
  • num_epochs: 3

Training results

Framework versions

  • Transformers 4.31.0
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3
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Base model

google/flan-t5-base
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Dataset used to train Isotonic/t5-base-ai4privacy

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Evaluation results

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