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Jour un, ép. 2 - Olivia "Vers l'inconnu et l'au-delà" (edited)
12 Plays8 months ago
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Transcript
Introduction to Machine Learning
00:00:00
Speaker
Hey there, little buddy. Let's dive into a world of machines and language models. But don't worry, I'll keep it super simple. Okay, imagine you have this robot buddy, right?
00:00:11
Speaker
Now this robot is a bit like you when you're learning a new game. It doesn't know everything right away, but it gets better the more it plays. That's kind of like machine learning. Machine learning is when we teach computers to do stuff without giving them a rulebook.
00:00:27
Speaker
Instead, we show them lots of examples and let them figure things out on their own. It's like your robot friend learning new game moves by watching you play.
Understanding Large Language Models
00:00:38
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Now let's talk about large language models.
00:00:41
Speaker
Imagine your robot buddy wants to understand how people talk and write. It needs to read a bunch of books, stories, and conversations to get the hang of it. Large language models are like super smart robots that have read tons and tons of stuff.
00:00:56
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These robots can understand what you're saying and can even make up sentences that sound just like a person wrote them. They're like the superheroes of the computer world, figuring out language mysteries and talking like real champs.
How GPT Works
00:01:10
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So this big brain inside the robots is called GPT, which stands for Generative Pre-trained Transformer. Pre-trained means the robot has already learned a lot before you even start chatting with it.
00:01:23
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It's like giving your robot friend a head start in understanding language.
00:01:29
Speaker
Now these robots aren't stuck with what they learned initially. They can keep learning and getting better, just like you get better at a game the more you play it. Imagine you teach your robot friend a new game.
00:01:43
Speaker
At first, it might not be great, but the more it plays, the smarter it gets. That's a bit like how these large language models get better at understanding and making up language the more they read and learn.
Applications and Limitations of Language Models
00:01:56
Speaker
People use these language models for all sorts of things, like helping you write better emails or making smart assistants, you know, like Siri or Alexa. They're like your digital pals that can understand and chat with you.
00:02:09
Speaker
But here's the deal. Even though they're super smart, they're not perfect. Sometimes they might not get what you mean, just like your robot friend might not understand a really tricky game move at first.
00:02:22
Speaker
It's all part of the learning adventure. So, machine learning and large language models are like having super smart robot friends that learn from tons of examples to understand and talk like humans.