GPT-3: one of the world's most advanced machine learning models.

Let's talk about it.

(will it take your job?)
🧵👇
Generative Pre-trained Transformer 3 or GPT-3 for short, is an autoregressive language model that uses deep learning to produce human-like text created by this company called OpenAI.

Sounds confusing? Let's break it down.

(2 / 6)
In plain English, GPT-3 is a machine learning model that predicts a future word from a set of words given a context.

It like I tell say "Tesla's CEO?",you'd reply "Elon Musk", this is sort of what GPT-3 does.

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The data that was used to train GPT-3 was mostly from wikipedia and guess what, wikipedia is HUGE.
Paragraphs were taken from these wikipedia articles and randomly, words would be removed. It was GPT-3 task's to determine which word fit in there.

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It cost OpenAI nearly $4.6 million to train GPT-3, this is because it has about 175 billion parameters compared to the 1.5 billion parameters GPT-2 had, a gigantic leap.

You can use GPT-3 for things like:
- Generating code
- Designing applications
- Explaining code

(5 / 6)
Will GPT-3 take your job?

No, at least not right now, it is still not perfect but this is something to be genuinely worried about.

What do you think about GPT-3?👇

(6 / 6)
You can follow @PrasoonPratham.
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