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roberta-feature-as-text
SajjadAyoubi/roberta-feature-as-text
roberta-feature-as-text is a text classification model from SajjadAyoubi. Use it when you need a label for a piece of text. It is set up for transformers.
base model: 'HooshvareLab/bert-fa-zwnj-base' - trained for 1 epoch with 512 as maxlength
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Oct 13, 2022
- Updated
- Oct 31, 2022
- SHA
- e8cf7964
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Model card
From the Hugging Face model README
base model: 'HooshvareLab/bert-fa-zwnj-base'
- trained for 1 epoch with 512 as max_length
model performance on the test:
{'eval_loss': 0.33507922291755676,
'eval_roc_auc': 0.9367072003288893,
'eval_f1_score': 0.8655552222174602,
'eval_recall': 0.8747780136007277,
'eval_percision': 0.8565248738284066,
'eval_runtime': 867.3725,
'eval_samples_per_second': 54.228,
'eval_steps_per_second': 1.695,
'epoch': 1.0}
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Oct 13, 2022
- Updated
- Oct 31, 2022