This article brings you relevant knowledge about the recently popular ChatGPT. It mainly introduces how the boss teaches you how to use ChatGPT step by step. Friends who are interested can take a look below. I hope it will be helpful to everyone. help.
The text is as follows:
Recently OpenAI has launched a new work, ChatGPT, a dialogue model with amazing effects, which is already fast The netizens who were so imaginative were spoiled! Chatting, Q&A, writing code, you name it! Some foreign netizens even said that Google is done!
Here I have prepared a ChatGPT practice guide for everyone, teaching you step by step Chat with ChatGPT!
Let me talk about the conclusion first, personal feelingsGenerating model RLHF may bring us the dawn of practical text generation, let us wait and see!
The context of this article: first briefly introduce the principle, and then teach you how to register an OpenAI account and start communicating with ChatGPT. Then, the author will provide examples of communicating with ChatGPT in ten fields, and finally summarize and look forward to it. Let’s welcome the era of AIGC together! Note: The article is long, it is recommended to read selectively. If you just want to see the effect of ChatGPT, please jump directly to Chapter 3. If you just want to see the registration tutorial, please jump directly to Chapter 2. You just want to experience ChatGPT directly. If you want to know the effect, please jump to Chapter 2: The Almighty Taobao. 1. Generating model RLHFTwo days ago, I was still discussing under the post about the diffusion model whether the idea of the diffusion model can be used in the NLG field (it may have to be modified or combined with other technology) to improve its level of practicality?https://www.zhihu.com/question/568791838/answer/2781856167
Unexpectedly, on the 2nd, OpenAI gave everyone a new job, ChatGPT, a dialogue generation model. The effect looks amazing, but it has been ruined by everyone.Generative Model Reinforcement Learning From Human Feedback (RLHF), this approach feels very reasonable, and human dialogue is basically this approach (conversation based on the other party’s feedback). I have always felt that text generation not only requires new and powerful generative models, but also requires human feedback to participate (especially in interactive scenarios such as dialogue). Because I personally feel that the biggest difference between text generation and image generation is that text is exclusive to humans and does not have a natural comparison. It is more difficult to evaluate the generation effect without the participation of human feedback, whether it is GAN, VAE, or the current diffusion model. Or a combination of various diffusion models. No matter how powerful the generative model is, it will not be adaptable to the text field and can only be rootless duckweed.
So last night my friends and I lamented that this year may really be the first year of AIGC. AIGC has begun to move from the laboratory level to the practical level. The landmark event is that the diffusion model has brought AI painting to a new practical level. The text field has also begun to see the dawn of things like ChatGPT. I am even more looking forward to the upcoming GPT4, and I am even more looking forward to the practical use of text generation! The road to text generation is long and difficult. Guys, hurry up and roll it up QAQ! 20230203 Update: When I first wrote this article, I may have overestimated the role of RLHF. Currently, according to some discussions on the Internet, the amazing effect of ChatGPT should mainly come from the powerful GPT3.5 behind it. A series of powerful language models (basic generative capabilities), followed by SFT (), and then RLHF, and RLHF may play more of a role in learning human preferences and constraining the behavior of the model. 2. Teach you how to use ChatGPT step by stepI can’t wait to see how ChatGPT performs first, butopenAI’s service does not support China, GAN (a model)!
Official website:https://chat.openai.com/auth/login
Bypass the problem that the OpenAI service is not supported.
The problem that OpenAI's services are not available in your country may be one of the biggest obstacles for everyone to use ChatGPT. Here are three ways to get around this problem:Here is a great question template for you to help you easily use ChatGPT.
##The following will give you a detailed experience of the power of ChatGPT dialogue and generative capabilities. After successful registration, we return to the chatgpt test page:
##Before the official trial, let’s take a look at the features of ChatGPT: 
Free Research Preview: Our goal is to make AI systems more natural to interact with, and your feedback will help us improve our systems and make them safer.
So, try it out and provide feedback for chatgpt, so that reinforcement learning based on human feedback can help the GPT series become stronger and stronger!
You can see that the effect is quite good. For things it is not good at, it can also Will cleverly avoid:
##World Cup: A few more World Cup questions:
love:
Literature:
Awesome! The effect is really beyond my expectation! At least the writing assistance is useful!
#Political and Military: 
economy:
educate:
Technology:
Occasionally, content generation stops abruptly.
But the effect is amazing again, can even explain the principles of GPT and transformer! I have a bold idea. If you don’t know how to interview, maybe you can ask about it!
programming:
Shocked me!
Take the classic square root calculation as an example:
It’s too 6, you can also copy the code directly!
#I made it happen from scratch, and it was not only written out, it even had comments and explanations! ! ! too strong!
I have to praise:
Entertainment:
I admit it, I'm just looking for trouble with QAQ.
The entertainment industry is too deep, you can’t control ChatGPT!
Okay, the author has done about ten aspects of ChatGPT's high-intensity test, high-intensity refers to myself, it will not tire me, I tire myself~
In fact, the summary of the Internet is quite comprehensive. The capabilities and limitations of ChatGPT:
Advantages:
##Disadvantages:
Outlook:
Regarding the future direction of text generation:
Personal feeling, mainly: stronger generation model, better human feedback mechanism, more and better data, better evaluation indicators, and also need to focus on supplementing Short board.
Stronger generative models:
In addition, of course there are many things that can be done. One very imaginative thing is to combine it with traditional search engines to generate model search engines! When we tried it earlier, ChatGPT also said that it is not a search engine and does not have the ability to search online, but this is really possible!
These two are not contradictory, but can be combined with each other to promote each other. Huawei recently released the world's first multilingual authoritative knowledge retrieval generation model - WebBrain.
https://www.sohu.com/a/602953833_121431682
Generating a model search engine may be able to achieve what you search for.
When the practicality of AIGC begins to improve, its potential commercial value will naturally increase. Perhaps we will soon see AIGC applied to various fields and generate huge commercial value!
Let's play with AIGC!
Let's chat with ChatGPT!
Finally, let's let ChatGPT itself look into the future of text generation!
https://www.
zhihu.com/question/570062224/answer/2787787130ChatGPT Search Engine: yes!
The extension ofChatGPT Google
has now appeared:https://
github.com/wong2/chat -g
pt-google-extension##https://github.com/ ZohaibAhmed/ChatGPT-Google
Let’s take the first one as an example to show the usage guide of this type of extension: Install the extension first: At this time, open Google search and search for anything, such as what chatgpt is. A chatgpt-related window will appear on the right to remind you. You need to log in first. After successful login, you can see the results returned from chatgpt! ChatGPT Google, this is so cool! ! ! There have been many extensions about ChatGPT X, including vscode extensions, mac extensions, chat robots, etc. In the future, ChatGPT Note: AIGC really ignited my long-lost passion. I played for two days on the weekend, and it was early morning again before I knew it. Coding is not easy. If you find it useful, please support . Finally, this is a family opinion, please refer to it carefully~ 20221217 Update: As reminded by the comment area, China Academy of Information and Communications Technology has made a relatively comprehensive evaluation of ChatGPT~ https://mp.weixin.qq.com/s/wYhxr5_-LF0UXhBUEIDO-A
Original address: https://zhuanlan.zhihu.com/p/589201080
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