AI4Math: Track 03

This project contains various AI models for mathematical problem-solving, including GPT-4, GPT-4o, LLAMA3, and Claude 3 Opus.

Project Structure

.
├── LICENSE
├── Makefile
├── README.md
├── data/
├── predictions/
│   ├── gpt4/
│   ├── gpt4o/
│   ├── llama3/
│   ├── opus/
│   ├── prediction.json
│   ├── prediction_empty.json
│   └── prediction_final.json
├── requirements.txt
├── src/
│   ├── gpt4.py
│   ├── gpt4o.py
│   ├── llama3.py
│   └── opus.py
├── submission/
│   └── prediction.json
└── utils/
    ├── combine.py
    └── tokens.py

Setup

1. Ensure you have Python 3.x installed on your system.
2. Clone this repository.
3. Run make install to create a virtual environment and install the required packages.

Usage

Use the following make commands to run different parts of the project:

• make llama3: Run the LLAMA3 version
• make gpt4: Run GPT-4 version
• make gpt4o: Run the GPT-4o version
• make opus: Run the OPUS version
• make combine: Combine predictions (default: test dataset with claude-3-opus model)

Requirements

See requirements.txt for a list of Python packages required for this project.