README.md

metadata

title: Math Derivative Solver (Test)
emoji: 🧮
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.8.0
app_file: app.py
pinned: false
hardware:
  gpu: t4
  memory: 16
python_packages:
  - torch>=2.0.0
  - transformers>=4.30.0
  - accelerate>=0.20.0
  - bitsandbytes>=0.41.1
  - peft==0.6.2
  - scipy>=1.11.0

Math Derivative Solver (Test Space)

This Space tests our newly trained math model for solving derivatives. We're using:

1. Base Model: HuggingFaceTB/SmolLM2-1.7B-Instruct
2. Our Fine-tuned Model: Joash2024/Math-SmolLM2-1.7B (LoRA adapter)

Features

• Solve derivatives of mathematical functions
• Step-by-step explanations
• Support for various functions:
  • Polynomials (x^2, x^3 + 2x)
  • Trigonometric (sin(x), cos(x))
  • Exponential (e^x)
  • Logarithmic (log(x))
  • Combinations (x e^{-x})

Technical Details

• 8-bit quantization for efficient inference
• GPU acceleration with T4
• LaTeX notation support