DeepSeek

The Anatomy of AI

Scroll down to choose a prompt, generate code into a live editor, and discover the process behind how an AI works.

1. The Prompt

Select a task below. The "Generate Code" button in the editor will become active.

2. The Live Editor

Generate the code, modify it as you wish, and run it in the sandbox on the right.

3. The Cost of Intelligence

Training state-of-the-art AI is an immense undertaking. This is a glimpse into the scale of resources required.

Training Data

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Trillion Tokens

Hardware Cost (Est.)

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Million USD

CO₂ Emissions (Est.)

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Tons

4. Training Data

An AI's knowledge comes from its training data. Explore the composition of the 2 trillion tokens DeepSeek learned from.

5. The Mind of the AI

At the core of the AI is a Transformer architecture. Interact with its key components to see how disabling them impacts the final output.

6. Model Showdown

How does DeepSeek stack up? This chart visualizes its performance on the HumanEval coding benchmark against other models.