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CyberClassic-Discriminator
Roaoch/CyberClassic-Discriminator
CyberClassic-Discriminator is a text classification model from Roaoch. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
This model is implement sequence binary classifier for inference of score, that represent how much sequence is simillar to sequences from texts fo Dostovesky F.M. Base modle is Google T5 model, finetuned on dataset th…
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- t5
- Access
- Public
- Created
- Jun 19, 2024
- Updated
- Jul 1, 2024
- SHA
- 9edc9204
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Model card
From the Hugging Face model README
This model is implement sequence binary classifier for inference of score, that represent how much sequence is simillar to sequences from texts fo Dostovesky F.M. Base modle is Google T5 model, finetuned on dataset that contains 5700 sentences from the texts of Dostovesky F.M. with label 1, and 5771 sentences from the texts of Kuprin A.I. and sentences geenerated with RuGPT3.
Training parameters:
- Epoch = 12
- Learning Rate = 1e-3
- Optimizer = AdamW
- Scheduler = OneCycleLR
- Training env = PyTorch
- Task
- Text Classification
- Library
- transformers
- Type
- t5
- License
- mit
- Languages
- ru
- Created
- Jun 19, 2024
- Updated
- Jul 1, 2024