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distilbert-base-uncased-simpleEng-classifier
saradiaz/distilbert-base-uncased-simpleEng-classifier
distilbert-base-uncased-simpleEng-classifier is a text classification model from saradiaz. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
This model detects if you are writing in a format that is more similar to Simple English or English.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Dec 8, 2023
- Updated
- Dec 8, 2023
- SHA
- 7a8882de
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Datasets
Model card
From the Hugging Face model README
Model Card for Model ID
This model detects if you are writing in a format that is more similar to Simple English or English.
Model Details
It was finetuned with the wikiedia datasets for English (20220301.en) and Simple English (20220301.simple). Evaluation data after training:
- 'eval_loss': 0.100
- 'eval_accuracy': 0.982
- 'eval_f1': 0.982
- 'eval_runtime': 10.236
- 'eval_samples_per_second': 58.616
- 'eval_steps_per_second': 7.327
- 'epoch': 10.0
Model Description
- Model type: Text Classification
- Language(s) (NLP): English, Simple English
- License: Apache 2.0
- Finetuned from model [optional]: distilbert-base-uncased
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Languages
- en
- Created
- Dec 8, 2023
- Updated
- Dec 8, 2023