Model Overview Card for Gemini 1.5 Flash

Basic Information

• Model Name: Gemini 1.5 Flash
• Developer/Creator: Google
• Release Date: May 14, 2024
• Version: 1.5 Flash
• Model Type: Multimodal AI Model (Text, Image, Audio, Video)

Description

Overview

Gemini 1.5 Flash is a state-of-the-art multimodal AI model designed for high-speed processing and efficient response generation. It excels in real-time applications, making it suitable for tasks that require immediate feedback and high throughput.

Key Features

• Optimized for speed and efficiency in high-frequency tasks
• Supports a multimodal input structure (text, images, audio, video)
• 1 million token context window for handling extensive input data
• Cost-effective pricing model at $0.35 per 1 million tokens
• High API request limits (up to 1000 requests per minute)

Intended Use  

This model is designed for applications requiring rapid responses, such as chatbots, on-demand content generation, and real-time data analysis.

Gemini 1.5 Flash can be used for Medical Imaging in Healthcare due to its speed: it processes images in an average of 150 milliseconds per image, making it particularly useful in emergency settings where timely diagnosis is critical. Learn more about this and other models and their applications in Healthcare here.

Technical Details

Performance Metrics

• Accuracy: Demonstrates high accuracy in generating relevant responses and understanding user queries.
• Speed: Optimized for low latency, ensuring rapid response times, crucial for real-time applications. Wins all current AI models including Llama 3.1 8B, Claude 3 Haiku and GPT-4o mini.
• Robustness: Effectively handles diverse inputs and maintains contextual understanding across various tasks.

Architecture

Gemini 1.5 Flash employs a transformer architecture, which is well-suited for handling multimodal data and maintaining context over extensive inputs.

Training Data

The model was trained on a diverse dataset comprising text, images, audio, and video, enabling it to understand and generate content across various formats.

Knowledge Cutoff

The model's knowledge is current as of May 2024, allowing it to provide up-to-date information and insights.

Diversity and Bias

Efforts have been made to ensure a diverse training dataset, minimizing known biases and enhancing the model's ability to generalize across different topics and languages.

Comparison to Other Models

Excels Gemini 1.5 Pro (May 2024) in Audio capability, speed and price.

Usage

Code Samples

The model is available on the AI/ML API platform as "gemini-1.5-flash".

API Documentation

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

API Documentation

Detailed API documentation is available for developers to understand the model's capabilities and integration processes.

Ethical Guidelines

Gemini 1.5 Flash adheres to ethical AI development principles, focusing on minimizing biases and ensuring responsible use of AI technologies. Developers are encouraged to follow ethical guidelines when deploying the model in real-world applications.

Licensing

Gemini 1.5 Flash is available under a commercial license, allowing for both commercial and non-commercial usage rights. Free access is provided in eligible regions through Google AI Studio.

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Try Gemini 1.5 Pro with AI/ML API.