README.md

metadata

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