‘Large cuts are possible in the use of electricity through small changes in the AI ​​model’

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'Large cuts are possible in the use of electricity through small changes in the AI ​​model'

A new study by the United Nations Educational, Scientific and Cultural Organization (UNESCO) suggested taking a short (compact) model of AI that could reduce the use of assets.

UNESCO on Wednesday published his research with the University College London, according to which fuel costs could be deducted up to 90 percent with the help of smaller changes in large language models/LLMs.

The LLM model is a type of artificial intelligence technology, which does not only understand the input given by a user, but it can also answer in writing as a person.

These models are designed with deep understanding technology, which can read a lot of written data, the complex texture of the language and can be prepared accordingly.

At the same time, with the help of generator AI, people like text, photos, music and computer codes can be made, including ChatzPT, Google Jamini and Bidur Arni.

Electrify

Every day, more than a billion people use generators AI equipment. Once, the power of 0.30 watt-cut is assumed that it will be swallowed with instructions and on the basis of that, which reaches 310 GB-hour per year.

It is like the use of annual electricity of 30 million people in a downward country in Africa and it is growing rapidly.

The use of the generator AI model is also creating deep side effects on the environment, the demand for electricity is increasing and the use of water is also increasing.

In this UNESCO study, AI emphasizes to make AI more sustainable, taking new methods and measures for its use and development. Also, customers need to be aware that they may try to reduce its environmental side effects.

Server is placed in the data center.

Three important arrangements

Experts have reduced the impact of AI in the environment environment, Smart, smaller, resource skilled AI and the future of digital transformation The AI ​​report describes AI as important for research and development on sustainable use of AI.

In addition, three important solutions have been emphasized by which concrete can be cut with accurate results.

First – the use of smaller, smart AI models, which are just as correct as the larger modelThis is that all types of materials make models instead of any model that can be used for models for specific objectives and functions such as translation or summary.

They can only be activated when they are asked to do something.

A data center located in Ireland.

© Unplash/Jeffrey Mofte

A data center located in Ireland.

Second – Small, clean instructions for preparing material. With these measures, the use of electricity can be reduced to 50 %.

Third – to reduce the size of the model. According to experts, it is possible to reduce the energy consumption by 44 percent of the AI ​​model. This technique is called ‘quantization’, where the energy consumption can be reduced without affecting accuracy.