Model Overview Card for GPT-4o-2024-05-13

Basic Information

• Model Name: GPT-4o
• Developer/Creator: OpenAI
• Release Date: May 13, 2024
• Version: 2024-05-13
• Model Type: Multimodal (Text, Image, Audio)

Description

Note that GPT-4o currently points to this version (GPT-4o-2024-05-13).

Overview

GPT-4o-2024-05-13 represents the starting point of OpenAI's GPT-4o series, introducing a powerful multimodal language model that has since been refined and improved upon in subsequent versions. It is designed to handle complex multi-step tasks across various modalities, including text, images, and audio. This model is optimized for real-time interactions, making it suitable for applications requiring immediate responses.

Key Features

• Multimodal Capabilities: Supports text, image, and audio inputs and outputs.
• Enhanced Performance: Offers improved accuracy and responsiveness compared to previous models.
• Real-time Interaction: Capable of engaging in real-time conversations with an average response time of 320 milliseconds.
• Cost-Effective: Approximately 50% cheaper than its predecessor, GPT-4 Turbo, for input and output tokens.

Intended Use

GPT-4o is designed for applications in customer support, interactive AI assistants, content generation, and educational tools, where quick and accurate responses are essential.

GPT-4o 2024-05-13 can also be used for Medical Imaging because achieves approximately 90% accuracy in interpreting radiology images like X-rays and MRIs. Learn more about this and other models and their applications in Healthcare here.

Language Support

The model supports multiple languages, enhancing its usability in diverse linguistic contexts.

Technical Details

Architecture

GPT-4o utilizes a transformer architecture, which is foundational for its generative capabilities, allowing it to process and generate language effectively.

Training Data

• Sources: The model was trained on a diverse dataset comprising text, images, and audio, sourced from various domains to ensure broad knowledge.
• Knowledge Cutoff: The model's knowledge is current as of October 2023.

Diversity and Bias

The training data is designed to be diverse, aiming to minimize biases. OpenAI has implemented measures to evaluate and mitigate potential biases in the model's outputs.

Performance Metrics

• MMLU Score: 88.7 (5-shot), indicating strong performance in knowledge acquisition.
• MMMU Score: 69.1, reflecting its multimodal capabilities.
• HumanEval Score: 91.0 (0-shot), demonstrating its proficiency in programming tasks.

Comparison to Other Models

As GPT-4o currently points to this version (GPT-4o-2024-05-13), while comparing the models focus on GPT-4o.

Usage

Code Samples

The model is available on the AI/ML API platform as "gpt-4o-2024-05-13".

API Documentation

Detailed API Documentation is available on the AI/ML API website, providing comprehensive guidelines for integration

Ethical Guidelines

OpenAI has established ethical considerations in the model's development, focusing on safety and bias mitigation. The model has undergone extensive evaluations to ensure responsible use.

Licensing

GPT-4o is available under commercial usage rights, allowing businesses to integrate the model into their applications.