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metadata

title: Smart MCQ Solver (DeBERTa)
emoji: 🧠
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.9.1
app_file: app.py
pinned: false

🧠 Smart MCQ Solver — DeBERTa-v3-small

Answers 5-option multiple-choice questions using a fine-tuned DeBERTa-v3-small model — the best individual model from the Smart MCQ Solver project (0.7544 MAP@3 on the Kaggle leaderboard).

How it works

Each (question, option) pair is scored independently as "correct" vs "wrong" using a pretrained DeBERTa-v3-small backbone with a custom classification head on the [CLS] token. The 5 option scores per question are ranked to produce a top-3 answer.