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license: apache-2.0
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license: apache-2.0
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datasets:
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- wikimedia/wikipedia
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language:
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- en
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metrics:
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- glue
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- accuracy
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- f1
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# Model Card for Model ID
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This model detects if you are writing in a format that is more similar to Simple English or English.
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## Model Details
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It was finetuned with the wikiedia datasets for English (20220301.en) and Simple English (20220301.simple).
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Evaluation data after training:
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'eval_loss': 0.100
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'eval_accuracy': 0.982
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'eval_f1': 0.982
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'eval_runtime': 10.236
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'eval_samples_per_second': 58.616
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'eval_steps_per_second': 7.327
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'epoch': 10.0
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### Model Description
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- **Model type:** Text Classification
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- **Language(s) (NLP):** English, Simple English
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- **License:** Apache 2.0
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- **Finetuned from model [optional]:** distilbert-base-uncased
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