kasrahabib
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KM35NCDF

Text Classification

generated_from_keras_callback

Inference Endpoints

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kasrahabib commited on Aug 6, 2023

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 # kasrahabib/KM35NCDF-NF-SUBCLASSES-cls
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8211680.svg)](https://doi.org/10.5281/zenodo.8211680)
 This model is a fine-tuned version of [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) on Software Requirements Dataset (SWARD) for classifying 19 Non-functional requirements. Note that based on literature, two out of 19 classes are Data and Behavior, which belong to types of Functional requirements. It achieves the following results on the evaluation set:
 - Train Loss: 0.1691
 - Validation Loss: 0.7548

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 # kasrahabib/KM35NCDF-NF-SUBCLASSES-cls
 This model is a fine-tuned version of [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) on Software Requirements Dataset (SWARD) for classifying 19 Non-functional requirements. Note that based on literature, two out of 19 classes are Data and Behavior, which belong to types of Functional requirements. It achieves the following results on the evaluation set:
 - Train Loss: 0.1691
 - Validation Loss: 0.7548