---
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