What are the environmental impacts of large AI models?

Large AI models use a lot of energy, just like when you run around playing and get really tired.

Think about it like this: imagine a big robot that needs to solve puzzles all day long, every single day. To do that, the robot uses electricity, a lot of it. That's kind of what happens with large AI models. They're like super-smart robots solving huge puzzles in the background, and they need a lot of energy to keep going.

How much energy?

If you think about a big computer room full of lights and fans, that’s how much power these AI models use sometimes, it's like having hundreds of refrigerators running nonstop just to keep them cool!

What does this mean for the environment?

When we use so much energy, especially from places that burn coal or gas, it creates more pollution. It's like when you make a big mess and then have to clean it up, the Earth has to work harder to deal with all that extra pollution.

But just like how you can turn off lights when you leave a room, we can also find ways to use energy more wisely for these AI models!

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Examples

  1. A big AI model needs a lot of energy to learn, like how you need food to grow strong.
  2. Training an AI is like running a huge factory nonstop for days.
  3. These models can use as much electricity as a whole city.

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