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What Are GPTs and How to Build your Own Custom GPT
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Jun 24, 2024
The video "What Are GPTs and How to Build Your Own Custom GPT" offers an in-depth exploration into Generative Pre-trained Transformers (GPTs), explaining their functionality and application in natural language processing. It provides a step-by-step tutorial on creating a customized GPT model, covering topics such as data preprocessing, model training using frameworks like Hugging Face Transformers or OpenAI's GPT, and deploying the model for specific tasks. Whether you're a developer, AI enthusiast, or researcher, this video equips you with the knowledge and tools to harness the power of GPTs for building tailored conversational agents or text generation models to suit diverse needs.
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Chat GPT has just introduced GPTs, which is a big leap in the world of AI, and GPTs are basically a custom version of chat GPT that you could build yourself without any technical knowledge, any coding, and you can train them with your own set of data, and you could give it your own set of instructions
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And if you decide to share them, you could share them publicly, or you could just keep a private and use it privately to interact with your own data
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And these are meant to be very specific version of chat GPT with a very narrow focus
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Now, just to show you a few different examples, OpenAI, when they released this, they actually
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created a bunch of different GPDs for us to test out. So this one, for example, is called GameTime, and its very narrow purpose is just to teach you
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or explain board games and card games, and he will do this for any type of board games and card games
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This other one is called Tech Support Advisory. It basically helps you troubleshoot things like Prit games
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in a step-by-step format. This is the one I've been training for the last couple of days
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This is called AI Guide and it's an AI expert with the latest AI insights
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And I gave it my own set of instructions. I completely trained it with my own data
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And I'm going to show you exactly how to do this yourself with your chat GPT accounts
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So if you go to chat.oponai.com, you're going to land on this page
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If you don't have the paid version of chat GPT, unfortunately at this time, you cannot do this
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have to upgrade to GPT 4. Basically, GPD Plus, that's the paid version of GPT
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Once you upgrade, you will get this option right here. So you can go to the Explore tab on the left side, and the Explorer tab looks like this
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So right here are the ones that I've built myself. They're called My GPs, and I've created these four different use cases
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These are the recently used, and these are all the ones by OpenAI. Pretty soon, there is going to be an entire Open Store
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So the GPT store is going to be like the App Store. an iPhone or the Google Play Store if you have an Android people are going to be able to
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create these GPTs put them out publicly and other people can use them and opening
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eye the company behind all this is going to give you a revenue share so depending
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on how much is getting used they going to share the revenue more information is going to become available once that rolls out so stay tuned for that Right now let press right here create a GPT and I walk you quickly through how to do this This is very very simple You have two taps here on the left
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side, create and configure. Configure is a bit more advanced, but I will point that out for you as well
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Create here will go through it first, and then on the right side, you'll see a live preview. So
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things like names and logos, as they get created, they will show up on the right side. So this
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time I'm going to say created GPD to help people create YouTube thumbnails because this has the
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power of Dolly so you could actually create images from scratch over here too and it says
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thumbnail wizard is that a name that you would like I'm going to say yes that's actually pretty
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good the second thing is going to do it's going to generate a profile picture for you so I
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right over here is going to add the name and it's going to add a profile picture if you want to
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add your own you could go to the configure tab and press the plus sign and upload one too
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But right now it's going to use Dolly, which is a text to image generation platform, and it's going to go ahead and create it
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So as you can see, there it is. Thumbail wizard. Very great looking thumbnail, actually
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I'm going to say I do like it. And then it's going to create conversation starters
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So you see these four right here. It's a great way for someone to just click one of these to get a conversation going
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You could go to the configure tab and you could see the conversation starters here. You could press X if you don't like one of them and you could type in your own if you like as well
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Let's go back to create. It says any tips, any layout advice. It's basically asking me for more
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customization options. And then it's also asking me anything I should avoid. And in this case, I just said use text in your thumbnails because Dolly could actually create text and it does a pretty good job with the spelling for the most part
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Three to four wards. If you see any of my thumbnails, they usually have three or four words. I said make them pop. So this is something I would do with Photoshop. Now I'm going to have Dolly take care of that
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Use vibrant colors. And then it's going to say, do you prefer formal tone or
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casual tone, friendly approach. So I need to describe the tone to it. So I'm going to say
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friendly approach. And I'm going to put inspirational. It says, do you want straightforward
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humorous? You could give a lot of different type of tone here to get it act a very specific way
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If you want to type these in manually by the way you could go to the configure tab here And as you could see under instructions it creating a set of instructions So you could add your own This is a big box here You have 8 character limit here to put a ton of different custom instructions
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But in this beginner's guide, I just want to walk you through creating it with just very plain language
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I'm just having a very natural conversation with it. And it's taking care of all the things on the back end for me
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And I just said I'm ready to go. That's all it really takes. Right now it's ready to go. I just have to save it
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And then I get a link to share it. or I could put it inside of the store. But let me show you actually how I'm going to create a thumbnail here
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And I just gave it a prompt. I said make the thumbnail about the introduction of GPTs
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And let's see what it comes up with. And there is our first thumbnail. Not too bad for its first attempt
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You put an extra eye here for AI. So I will have to give it a revision to tell it to fix the spelling
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So spelling could be a problem. But it did most of the things I want. He used about five different words here
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So between the range that I gave it. and it's really popping. It's making the text pop. That was the custom instruction I gave it. I said
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make the text pop. That's what it did. It's using vibrant colors. And I could just click download here
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Obviously, this one needs a little bit of revision to fix their spelling, but not too bad for a very basic
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prompt. Now, let's go ahead and save our GPT. We could always come back. I'm going to show you
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how to edit it in a second. But if you come to save, you have three options. So the only me option
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basically makes this a private GPT just for you. The one where you could share it with other people
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This one gives you a link so you could share it with other people. And public, this is how you could get it into the store once that gets released
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That's the revenue share model. So all that is through the public option. So I'm going to leave it on public right now
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And if you press this pencil icon here, it's going to bring up this thing called a profile builder
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So this is what it looks like. So you could go ahead and turn off or turn on your name over here
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And you could link a website to it. So it's going to give you a little text. You'll have to put that for your domain provider
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I've done that and I've linked it. So it actually is going to show my website link a great way to get people to my website, for example
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And this is what people are going to see publicly. So Thumbnell Wizard is the name, creative guide for YouTube thumbnails, great
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And Skill leap AI, that's my website. So if you click on it it going to take me directly to the website which is awesome If you want to edit it if you press this right here this drop down so you could see the About that going to bring this up right here So it going to tell people that this is powered by GPT4 The link to my website is right over here And if you want to edit it yourself
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if you go right here to edit GPTs, it's going to bring you back to the same page. So you could
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again have a conversation with it. Let's say it's always making the same type of spelling. Make sure
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you give it that as something to avoid. And you could come to the configure tab and make all kinds of different
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configuration. And right here, it says knowledge. So here you could upload all kinds of different
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files, PDFs, ward docs. And right now you could do 10 different files and each one make it as large as
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you can. I tested this out. I have one with almost 100,000 words in it. And when you upload that data
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here, I just chose some pictures here. But if you upload them, it's going to basically see them like
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this. And again, as soon as you do that, you have to come up here and update because you're making
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a change. So it needs to be updated. And if you come back to the homepage under my G
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You'll see the thumbnail wizard and all the other ones that I'm custom building right now
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And just to show you an example of another one here, if I edit this one, you could see under my custom instructions, I have about nine different files, even an Excel sheet that's going to require code interpreter here to pull information from
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This is the AI guide. I made this available in the public store as well
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So that is the way to custom train it, not only with your own set of instructions that you could add over here
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or by creating it through the chat and your knowledge base over here and your
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conversation started. These all take place on this page. And I'm in the process of
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making a complete GPT course. I think this is going to be the next big revolution in
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AI and we will be adding this to skill leap AI our e-learning platform. This platform
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currently has almost 15 different courses, over 400 different tutorials and about
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10,000 different prompts across the different courses that you could get access to. And it's
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completely free to try as a free trial so you could jump in see if it's a good fit for you
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if it is you subscribe monthly and get access to everything you never have to buy an individual
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course and you cancel anytime so I'll link this below as well this is called skill leap
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AI now stay tuned for more gpt updates this is one of the biggest updates so far in
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AI I'm really excited to make more videos about it I hope you found this one useful
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and I'll see you next time
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