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t5-small-ai4privacy
Isotonic/t5-small-ai4privacy
t5-small-ai4privacy is a text generation model from Isotonic. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Aug 31, 2023
- Updated
- Sep 6, 2023
- SHA
- 977da7ad
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
t5-small-ai4privacy
This model is a fine-tuned version of google/flan-t5-small on the english only part of 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-05
- train_batch_size: 64
- 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: 5
Training results
Framework versions
- Transformers 4.32.1
- Pytorch 2.0.1
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Languages
- en
- Created
- Aug 31, 2023
- Updated
- Sep 6, 2023