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README.md
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---
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title: MVM2 Math Verification System
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emoji: 🧮
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colorFrom: red
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colorTo: gray
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sdk: gradio
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sdk_version: 6.9.0
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app_file: app.py
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pinned: false
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license: mit
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short_description: MVM² High-Fidelity Glassmorphic Math Verification Dashboard
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---
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# MVM² — Multi-Model Math Verification System
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A multi-agent AI system that verifies mathematical reasoning step-by-step using symbolic computation (SymPy) and LLM-based logic checking.
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## Features
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- 🔬 **Parallel Verification**: Runs SymPy, LLM, and Ensemble models simultaneously
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- 📊 **Consensus Fusion**: Weighted scoring across multiple agents
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- 🧠 **Explainable AI**: Step-by-step error classification with natural language explanations
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- 📄 **Report Export**: Download verification reports as PDF, Word, or Markdown (powered by VibeDoc)
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## How to Use
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1. Enter your math problem and each step on a new line in the text box
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2. Select which AI verifiers to enable in the sidebar
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3. Click **Run Verification Pipeline**
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4. Review the verdict, confidence score, and detailed breakdown
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5. Download the full analysis report in your preferred format
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## System Architecture
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```
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Input → SymPy Symbolic Verifier ─┐
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→ LLM Logical Checker ──→ Consensus Fusion → Verdict + Report
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→ Ensemble Neural Check ─┘
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```
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## Based on Research Paper
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*Mathematical Reasoning Enhancement in Large Language Models* — VNRVJIET, Hyderabad
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---
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title: MVM2 Math Verification System
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emoji: 🧮
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+
colorFrom: red
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colorTo: gray
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sdk: gradio
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sdk_version: 6.9.0
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app_file: app.py
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pinned: false
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license: mit
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short_description: MVM² High-Fidelity Glassmorphic Math Verification Dashboard
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---
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+
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# MVM² — Multi-Model Math Verification System
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+
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A multi-agent AI system that verifies mathematical reasoning step-by-step using symbolic computation (SymPy) and LLM-based logic checking.
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+
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+
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+
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+
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## Features
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- 🔬 **Parallel Verification**: Runs SymPy, LLM, and Ensemble models simultaneously
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+
- 📊 **Consensus Fusion**: Weighted scoring across multiple agents
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+
- 🧠 **Explainable AI**: Step-by-step error classification with natural language explanations
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- 📄 **Report Export**: Download verification reports as PDF, Word, or Markdown (powered by VibeDoc)
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## How to Use
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1. Enter your math problem and each step on a new line in the text box
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2. Select which AI verifiers to enable in the sidebar
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3. Click **Run Verification Pipeline**
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4. Review the verdict, confidence score, and detailed breakdown
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5. Download the full analysis report in your preferred format
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+
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## System Architecture
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```
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Input → SymPy Symbolic Verifier ─┐
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→ LLM Logical Checker ──→ Consensus Fusion → Verdict + Report
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→ Ensemble Neural Check ─┘
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```
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## Based on Research Paper
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*Mathematical Reasoning Enhancement in Large Language Models* — VNRVJIET, Hyderabad
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