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distil-feature-as-text
SajjadAyoubi/distil-feature-as-text
distil-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/distilbert-fa-zwnj-base' - trained for 2 epochs with 256 as maxlength - 3x faster than the Bert model despite having the same performance
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Oct 31, 2022
- Updated
- Oct 31, 2022
- SHA
- 8bd52d2d
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Model card
From the Hugging Face model README
base model: 'HooshvareLab/distilbert-fa-zwnj-base'
- trained for 2 epochs with 256 as max_length
- 3x faster than the Bert model despite having the same performance
model performance on test:
{'eval_loss': 0.3385954797267914,
'eval_roc_auc': 0.9378028883850424,
'eval_f1_score': 0.8662723907586265,
'eval_recall': 0.8818815783774419,
'eval_percision': 0.8512061541034324,
'eval_runtime': 204.8524,
'eval_samples_per_second': 229.609,
'eval_steps_per_second': 7.176,
'epoch': 2.0}
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Oct 31, 2022
- Updated
- Oct 31, 2022