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---
title: Math Question Validator
emoji: 🧮
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
---
# Math Question Validator
A powerful web-based tool for validating mathematical questions and answers using state-of-the-art AI models.
## Features
- 🚀 **Multiple AI Models**: Support for o3-mini, GPT-5, Claude 4, Grok 4, DeepSeek, and more
- 🔄 **Parallel Processing**: Process hundreds of questions simultaneously
- 📊 **Detailed Analytics**: Track accuracy, timeouts, and errors in real-time
- 📝 **LaTeX Reconciliation**: Generate detailed comparison documents for mismatched answers
- 🖼️ **Image Support**: Handle questions with diagrams and figures
- 📈 **Progress Tracking**: Real-time statistics and progress monitoring
## Quick Start
1. **Upload your Excel file** containing math questions
2. **Select models** for solving and reconciliation
3. **Configure processing** options (parallel processes, batch size)
4. **Start validation** and monitor progress
5. **Download results** with detailed analysis
## Setting Up API Keys
This app requires API keys to function. Add them in the Spaces Settings:
1. Go to Settings → Variables and secrets
2. Add your API keys:
- `OPENAI_API_KEY` - For OpenAI models (o3-mini, GPT-5, GPT-4o)
- `OPENROUTER_API_KEY` - For Claude, Grok, Gemini, and other models
## Input Format
Your Excel file should have a "Data" sheet with these columns:
- `question` - The math question text
- `correct_answer` or `answer` - The reference answer
- `raw_subject` - Subject classification (optional, for filtering)
- `file_url` - Image URL if question has a diagram (optional)
## Output
The validator generates:
- **Validated Excel file** with model answers and match results
- **LaTeX reconciliation documents** for mismatched answers
- **Model answer files** with complete solutions
- **Statistics summary** with accuracy metrics
## Model Recommendations
### For Best Accuracy
- Solver: o3-mini
- Reconciliation: gpt-4o
### For Speed
- Solver: gpt-4o
- Reconciliation: gpt-4o
- Use 4-6 parallel processes
### For Cost-Effectiveness
- Solver: Claude 3.5 Sonnet
- Reconciliation: Claude 3.5 Sonnet
## Advanced Features
### Parallel Processing
- Automatically splits large datasets across multiple processes
- Merges results seamlessly
- Optimal for 100+ questions
### Custom Ranges
- Process specific question ranges
- Useful for testing or resuming interrupted runs
### LaTeX Compilation
- Optional PDF generation from LaTeX reconciliation documents
- Requires pdflatex (not available in HF Spaces)
## Limitations
- Maximum file size: 200MB
- Image support requires URLs (local images not supported in HF Spaces)
- LaTeX PDF compilation not available (use .tex files locally)
## Support
For issues or questions:
- Check the Configuration tab in the app
- Review error messages in the output log
- Ensure API keys are correctly set
## License
MIT License - Free to use and modify
## Credits
Built with:
- Gradio for the web interface
- OpenAI, Anthropic, and other AI providers for models
- pandas for data processing
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