What da heck is ChatGPT
Introduction
ChatGPT is taking the world by storm. I really thought it was just another dialogue language optimizer limited by a pre-defined corpus for its data, but then I started using it, and those results were stunning. Simply you can ask this beautiful AI any question comes in mind and you shall receive a straight answer with either the affirmative of the availability of the answer and support the answer with evidence and arguments, or giving you a heartwarming human response of an apology of which it couldn’t find what you looking for.
I always had an idea on how to approach these kind of problems but never cross my mind to look into from OpenAi Team point of view . So without further ado, Let’s start with what a ChatGPT is.
What is ChatGPT
ChatGPT is a large language generation optimization model developed by OpenAI.
Open AI is an artificial intelligence research group and organization whose mission is to create an AI system that is safe, ethical, and beneficial.
ChatGPT uses machine learning to generate human-like text based on the input it receives. It can be used for a wide range of natural language processing tasks, such as language translation, conversation generation, and text summarization.
What are ChatGPT’s Limitations
ChatGPT is continuously being trained and tested by the OpenAI team to increase the accuracy of responses and to provide not only the response that you need but also the resources that were used to get these responses. However , this chatbot can give you wrong answers. Therefore, as a data scientist participant, I can say that we can come to the conclusion that ChatGPT has some limitations in its training data and bias issues. Hence, it’s important to improve the data quality, transparency, and feature selection methods of the models to reduce bias in this technology.
How about the environmental sustainability of the use of ChatGPT
There have been a number of concerns about the amount of computer power needed to maintain such a technology as ChatGPT, including how many Graphics Processing Units (GPUs) are required to run it. Running this wonderful tool is highly expensive and most likely will leave an environmental hazard footprint thinking of the size of computer power needed to maintain it.
How ChatGPT Works
ChatGPT is a type of language model called a transformer. If you don’t know what a transformer is in data science, well These transformer models. Or transformer-based. They are designed to remember long sequences.
It uses a neural network architecture that is trained on a large dataset of text, such as books or articles, to learn the patterns and structure of human language. The model is then able to generate new text that is similar in style and content to the text it was trained on.
When the model is given a prompt or input text, it uses this information to generate a response. The model first encodes the input text into a fixed-length vector representation, called an embedding. This embedding is then passed through several layers of the neural network, which are composed of self-attention mechanisms and feed-forward neural networks. The self-attention mechanisms allow the model to weigh the importance of different parts of the input text when generating the response.
The final output of the model is a probability distribution over the vocabulary of the language it is trained on. This distribution is used to predict the next word in the response. The model can be fine-tuned for specific tasks by training it on a smaller dataset that is relevant to that task.
One of the key strengths of ChatGPT is its ability to generate coherent and fluent text, it can be fine-tuned for specific tasks and domains, such as conversation, summarization, and question answering, and it can also handle a large amount of context, allowing it to maintain coherence in longer conversations or written passages.
How Can I Get Started Using ChatGPT
Basically, visit this link: https://openai.com/blog/chatgpt/, login by using your email account or register as a new user, and, afterwards you will be redirected to the ChatGPT chat window once you have logged in. Then voila, ask away.
However, ,I would like to warn you that before signing up, it is advised to read through a few short disclaimers. The website notifies users not to enter any sensitive information. Also, the technology may employ user-generated results to improve its training algorithms.
Fun fact
Do you know that 30% of this article was done with the help of ChatGPT. just to demonstrate how powerful this tool is.
Please don’t hesitate to ask me any questions in relation to this article.