* **Output**: A rubric in JSON format assigning marks to specific answer criteria

---

## 🚀 Example

**Input:**

```
Question: What are the advantages of using solar energy?
Sample Answer: Solar energy is renewable and reduces electricity bills. It's environmentally friendly and reduces reliance on fossil fuels.
Total Marks: 5
```

**Output:**

```json
{
  "rubric": [
    { "criteria": "Mentions that solar energy is renewable", "max_marks": 1 },
    { "criteria": "Discusses cost-saving or reduction in electricity bills", "max_marks": 1 },
    { "criteria": "Highlights environmental friendliness", "max_marks": 1 },
    { "criteria": "Mentions reduced reliance on fossil fuels", "max_marks": 1 },
    { "criteria": "Answer clarity and overall relevance", "max_marks": 1 }
  ]
}
```

---

## 📚 Training Data

The model was fine-tuned on a dataset of:

* Questions
* Sample answers
* Total marks
* Expert-designed rubrics in structured JSON format

This dataset is included in the accompanying [GitHub repository](https://github.com/yourusername/rubric-generator).

---

## 🧠 Intended Use

* Automated rubric generation for educational platforms
* Consistent scoring guidelines for subjective assessments
* Feedback generation tools for students and teachers

---

## ⚠️ Limitations

* May not be optimized for highly domain-specific or creative writing assessments
* Requires sample answers to be reasonably well-formed to generate useful rubrics
* Rubric quality depends on clarity of the question and sample answer

---

## 📄 License

This model is licensed under the [MIT License](LICENSE).

---

**Author**: Mrigank Singh
**Contact**: mriganksingh005@gmail.com
**Repository**: [GitHub - rubric-generator](https://github.com/Mrigank005/Rubric_Generator)

```