---
language:
- ar
- en
license: gpl
tags:
- autograding
- 'essay quetion '
- sentence similarity
metrics:
- accuracy
---
We are thrilled to introduce our graduation project, the EM5 model, designed for automated essay grading in both Arabic and English. 📝✨

To develop this model, we first created a custom dataset for training. We adapted the QuAC and OpenOrca datasets to make them suitable for our automated essay grading application.

Our model utilizes the following impressive models:

    Mistral: 96%
    LLaMA: 93%
    FLAN-T5: 93%
    BLOOMZ (Arabic): 86%
    MT0 (Arabic): 84%

You can try our models for auto-grading on Hugging Face! 🌐

We then deployed these models for practical use. We are proud of our team's hard work and the potential impact of the EM2 model in the field of education. 🌟

#MachineLearning #AI #Education #EssayGrading #GraduationProject