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---
title: Mathematics Problem Solver
emoji: 🧮
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.8.0
app_file: app.py
pinned: false
hardware:
accelerator: a100
gpu: true
python_packages:
- "torch>=2.0.0"
- "transformers>=4.30.0"
- "accelerate>=0.20.0"
- "peft==0.5.0"
- "numpy>=1.21.0"
---
# Mathematics Problem Solver
This Space demonstrates our fine-tuned math model for solving various mathematical problems, with a focus on derivatives. Compare solutions between:
1. Base Model: HuggingFaceTB/SmolLM2-1.7B-Instruct
2. Our Fine-tuned Model: Joash2024/Math-SmolLM2-1.7B
## Features
- Side-by-side comparison of base and fine-tuned models
- Performance monitoring:
- Response times
- Success rates
- Problem type distribution
- Support for various problems:
- Derivatives
- Addition
- Roots
- Custom problems
## Technical Details
- A100 GPU acceleration
- Float16 precision for efficient inference
- LaTeX notation support
- Real-time performance tracking
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