README.md

metadata

title: Smart MCQ Solver
emoji: 🔥
colorFrom: red
colorTo: gray
sdk: gradio
sdk_version: 6.22.0
python_version: '3.12'
app_file: app.py
pinned: false

Smart MCQ Solver

A fine-tuned DeBERTa-v3-small model that ranks the top-3 most likely answers for multiple-choice questions.

How It Works

1. Enter a question prompt and five answer options (A–E).
2. The model tokenizes each (prompt, option) pair and runs a forward pass.
3. It returns a ranked list of the top-3 most likely answer letters.

Model Details

Property	Value
Base Model	microsoft/deberta-v3-small
Task	Multiple Choice QA
Fine-Tuned On	IITM DL & GenAI Kaggle Competition Dataset
Kaggle MAP@3	0.75353
Training Epochs	5
Optimizer	AdamW (lr=1e-5)

Project

This is the deployment component of the IITM Deep Learning & Generative AI project.

• 🔗 Main Project Repo: dl-genai-project-26-t2