{"id":28103278,"url":"https://github.com/mrigank005/rubric_generator","last_synced_at":"2026-06-10T16:31:03.741Z","repository":{"id":291182126,"uuid":"976862331","full_name":"Mrigank005/Rubric_Generator","owner":"Mrigank005","description":"This repository contains a machine learning model designed to generate grading rubrics based on a given question and a sample answer. 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The model has been fine-tuned on custom data and implemented in a Jupyter Notebook.\n\n## 📁 Repository Structure\n\n- `rubric_generator.ipynb`: Jupyter notebook containing the code to load and use the fine-tuned model to generate rubrics.\n- `converted_finetune_rubric_data.txt`: Text file containing the data used to fine-tune the model. This file follows the format required for supervised fine-tuning (e.g., question-answer pairs with associated rubric).\n\n## 🧠 Model Functionality\n\nThe model takes two inputs:\n1. **Question** – The original question or prompt for which a rubric is needed.\n2. **Sample Answer** – A sample response to the question.\n\nBased on this input, it outputs a **detailed rubric** that can be used for evaluation or instructional purposes.\n\n## 🚀 Getting Started\n\n### Prerequisites\n\n- Python 3.7+\n- Jupyter Notebook\n- OpenAI or HuggingFace-compatible ML libraries (e.g., `transformers`, `openai`, etc.)\n- `pandas`, `json`, or any required dependencies (see the notebook for details)\n\n### Running the Notebook\n\n1. Clone the repository:\n\n```bash\ngit clone https://github.com/yourusername/rubric-generator.git\ncd rubric-generator\n````\n\n2. Open the notebook:\n\n```bash\njupyter notebook rubric_generator.ipynb\n```\n\n3. Run the cells to load the model and generate a rubric based on your input.\n\n## 📊 Fine-Tuning Data\n\nThe file `converted_finetune_rubric_data.txt` contains the dataset used for fine-tuning the model. This data includes:\n\n* Structured examples of questions,\n* Sample answers,\n* Corresponding rubrics.\n\n## 📄 License\n\nThis project is licensed under the [MIT License](LICENSE).\n\n---\n\n**Author**: Mrigank Singh\n**Contact**: Mriganksingh005@gmail.com\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrigank005%2Frubric_generator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmrigank005%2Frubric_generator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrigank005%2Frubric_generator/lists"}