8/31/2023 0 Comments Linked in learning courses![]() ![]() And this is where a bit of prompt engineering can help. Let's say, can you give me these in spreadsheet form? Now it's telling me that it's unable to create spreadsheets. And let's do a little prompt engineering. And while this is mind-boggling, in the next few videos, we'll take a look at how this is done. It's likely that this text is generated and is new to the world. It's quite different, because this, in a sense, is novice text. Now, this is not the same as running a search on a search engine like Google or Bing. And it's doing like a trip to a local amusement park or children's museum. And it says a themed birthday party, such as a princess or a superhero party. This practice of prompting a language model with an instruction without really giving it examples of the task you want it to perform is often referred to as zero-shot learning. And as a parent, I actually want to try changing that to a five-year-old's birthday. Let's do Got any creative ideas for a 10-year-old's birthday. So let's take a look at one of these examples. But it's important to keep in mind that many large language models have this kind of frozen-in-time knowledge of basically everything they've been trained with. And there are multiple ways of addressing this issue. So in a sense, some of its knowledge is frozen in time. Now, what's that about? At the time of this recording, 2021 was the major training of this model. ![]() Got any creative ideas for a 10 year old's birthday? But then you'll see limited knowledge of world and events after 2021. And you'll see explain quantum computing in simple terms. Now there are some cool examples of things you can ask ChatGPT to do. And I can start a new chat by typing something here. Once I've signed in, I'll see the collection of my previous chats here. If you head over to /blog/chatgpt, you can go ahead and hit this big button, TRY CHATGPT. Let's take a look at what I mean by that. What makes ChatGPT unique is its conversational nature, which makes prompt engineering a bit more intuitive. It has really mainstreamed people's understanding of what large language models are capable of. OpenAI's ChatGPT has been quite the phenomenon. ![]()
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