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GPT-3 Nedir? GPT-3 Nasıl Çalışır?


What is GPT-3? How Does GPT-3 Work?

GPT-3 , which is the last point of artificial intelligence in 2020, was among the developments that most excited those working in this field. The GPT-3 system, which is seen as the biggest leap since the beginning of artificial intelligence studies, is in its simplest form, a self-dependent language model that uses deep learning and natural language processing systems to produce content similar to the texts written by humans.

What is GPT-3?

Generative Pre-trained Transformer 3, short for GPT-3 , was developed by OpenAI, founded by Elon Musk and Sam Altman, a San Francisco-based artificial intelligence research center.
GPT. As can be understood from the -3 expansion, it can create texts as people write by using pre-trained algorithms. All the data he needs to be able to compose the text has been provided to him beforehand.

In the data source given to him for education, he scanned the public data known as CommonCrawl from the internet, including all the Wikipedia texts, and there is a total of 570 GB of text data. The language model, which makes use of all these data, will give the most useful information to the other party when asked for information on any subject. With all these features, GPT-3 is the largest artificial neural network system ever created.

How Does GPT-3 Work?

  GPT-3, which is the highest point of artificial intelligence developed to give the closest answers to humans, is a language model created by using systems such as machine learning, natural language processing and deep learning used in artificial intelligence development. The first studies in this field started with the "Transformer" created by Google. Introduced by Google in 2017, Transformer is an artificial neural network based on the deep learning model. The infrastructure of GPT-n models is based on this deep learning model of Transformer. GPT-3 also works with the same models, but the main difference that distinguishes it from the others is the parameters of the artificial nerve pain system it has.

The human brain processes information with 100 trillion neural networks in the brain. In artificial intelligence, these neural network connections are called hyperparameters. This language model is seen as such a big leap in artificial intelligence, it has more parameters than any artificial intelligence until now, the number of parameters that GPT-3 has is 175 billion.

Having read the entire Wikipedia, which is referred to as 3 billion token data in artificial intelligence terminology, GPT-3 has also read two large databases of books with 12 billion and 55 billion tokens, as well as all the books that have been written and digitized to date. The sum of all these amounts to 410 billion tokens. GPT-3 can process 410 billion token information with 175 billion connections.

What Can GPT-3 Do?

 If we list some of what GPT-3 can do, which can process 410 billion token data with 175 billion artificial neural networks;
-Can write computer codes. Apart from the hundreds of billions of words he knows, he has the ability to code in CSS, JSX, Python. The ability of this self-dependent language model to be able to code is not actually what OpenAI envisioned, but since the training data is all-encompassing, it does not need to learn more data for different language tasks like coding.

Just as the advanced natural language processing system of GPT-3 allows it to translate from English to Spanish, it can also translate from English to Javascript thanks to the information contained in the training data.
– Thanks to the existing data source with 410 billion tokens, it can enable historical figures to be simulated and chat with them
– He can produce content on any subject requested from him and write blog posts. At the same time, he can write in an article or news.
– He can compose with his musical knowledge. He can even write screenplays, stories and novels by creating creative fictions.

As the Metisbot team, we tried to answer the questions of what GPT-3 is, how it works and what it can do in this article. We hope it was useful. You can contact us to get more detailed information about GPT-3. Stay tuned for more!

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