Model Overview Card for Gemini 2.0 Flash Thinking‍

Basic Information

• Model Name: Gemini 2.0 Flash Thinking​
• Developer/Creator: Google DeepMind
• Model Type: AI Reasoning Model​

Description

Overview

Gemini 2.0 Flash Thinking is engineered to "think out loud," providing users with a transparent view of its problem-solving process. This approach not only enhances the model's reasoning capabilities but also allows users to follow and understand the logical steps leading to a solution. ​

Key Features

• Transparent reasoning with step-by-step explanations.
• Multimodal input support for text and images.
• Massive context window of 1 million tokens for extended interactions.
• Tool integration with Google Search, Maps, and code execution for enhanced reasoning tasks.

Intended Use

• Complex Problem Solving: Ideal for tackling advanced mathematics, physics, and coding challenges.​
• Educational Tools: Assists in teaching by elucidating problem-solving steps.​
• Research Analysis: Facilitates in-depth analysis by processing large volumes of information.​

Technical Details

Architecture

‍Transformer-based model with reasoning-specific layers optimized for multimodal inputs (text/images). Includes advanced explainability mechanisms to break down reasoning steps.

Training Data

‍Trained on diverse datasets including math/science benchmarks (e.g., AIME2024), multimodal corpora combining text and images, and synthetic reasoning datasets.

Data Source and Size

‍Incorporates billions of tokens from curated sources alongside millions of structured reasoning examples.

Usage

Code Samples:

The model is available on the AI/ML API platform as "Gemini 2.0 Flash Thinking" .

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API Documentation:

Detailed API Documentation is available here.

Ethical Guidelines

Google DeepMind emphasizes ethical considerations in AI development by promoting transparency regarding the model's capabilities and limitations. The organization encourages responsible usage to prevent misuse or harmful applications of generated content.

Licensing

Gemini 2.0 Flash Thinking is available under a commercial license that allows both research and commercial usage rights while ensuring compliance with ethical standards regarding creator rights.