Mrigank005/Rubric_Generator

📝 Rubric Generator Model

This model is fine-tuned to generate detailed grading rubrics when provided with:

• a question or prompt
• a sample answer
• the maximum marks for the question

It is designed for educators, examiners, and educational apps that require structured, point-wise rubrics for evaluating subjective answers.

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📌 Model Details

• Architecture: Causal language model (e.g., GPT-style)
• Training Format: Supervised fine-tuning on question-answer-mark-rubric datasets
• Input Format:

  Question: <your-question>
  Sample Answer: <your-answer>
  Total Marks: <max-marks>
  

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

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## 🚀 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).

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## 🧠 Intended Use

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

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## ⚠️ 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

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## 📄 License

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

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

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