Large language models (LLMs) are recent advances in deep learning models to work on human languages. Some great use case of LLMs has been demonstrated. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion. Behind the scene, it is a large transformer model that does all the magic. In this post, you will learn about the structure of large language models and how it works. In particular, you will know: What […]

Large language models have become popular recently. ChatGPT is fashionable. Trying out ChatGPT to understand what LLMs are about is easy, but sometimes, you may want an offline alternative that can run on your computer. In this post, you will learn about GPT4All as an LLM that you can install on your computer. In particular, you will learn What is GPT4All How to install the desktop client for GPT4All How to run GPT4All in Python Get started and apply ChatGPT […]

In the literature on language models, you will often encounter the terms “zero-shot prompting” and “few-shot prompting.” It is important to understand how a large language model generates an output. In this post, you will learn: What is zero-shot and few-shot prompting? How to experiment with them in GPT4All What Are Zero-Shot Prompting and Few-Shot PromptingPicture generated by the author using Stable Diffusion. Some rights reserved. Get started and apply ChatGPT with my book Maximizing Productivity with ChatGPT. It provides […]

ChatGPT is a language model that you can use by talking to it. A language model in such a scale can naturally produce fluent text that is difficult to tell apart from work by humans. If you want to use it for a task, you will likely still need to provide detailed instructions. Moreover, you should also not expect it to replace humans entirely. You would likely need to do the final polishing. In the following, you will use ChatGPT […]

ChatGPT is a service provided by OpenAI that is a conversational large language model. It is widespread, and it is found to be very useful. Behind the scene, it is a large language model. Unlike the other LLMs that generate continuing text from the leading sentence you provided, ChatGPT enables you to ask questions or provide instructions, and the model will respond like a conversation. To make ChatGPT respond correctly, you must interact with the model. This technique is called prompt […]

Large Language Models (LLMs) are known to have “hallucinations.” This is a behavior in that the model speaks false knowledge as if it is accurate. In this post, you will learn why hallucinations are a nature of an LLM. Specifically, you will learn: Why LLMs hallucinate How to make hallucinations work for you How to mitigate hallucinations Get started and apply ChatGPT with my book Maximizing Productivity with ChatGPT. It provides real-world use cases and prompt examples designed to get […]

ChatGPT can help us learn new programming languages, courses, techniques, and skills. It has become a go-to tool for many professionals seeking to improve their workflows or learn something new. ChatGPT expert helper prompts can reduce our dependence on Google and provide detailed plans for achieving goals. In this post, you will learn to leverage simple ChatGPT prompts for learning a technique or performing specialized tasks. Specifically, you will learn how to: Generate instructions for training a model on a […]

ChatGPT demonstrated its capability for a broad knowledge base, but it is also a fantastic brainstorming and ideation tool. You can ask it to devise a complete project plan by framing requests or providing wide-ranging responses to open-ended questions, supplementing and extending human creativity. In this post, you will learn to write detailed ChatGPT prompts for exploring brainstorming capabilities. Specifically, you will learn: How to plan a detailed Euro trip from Pakistan How to plan a dinner for a family […]

ChatGPT has demonstrated its ability to handle translation tasks with surprisingly high accuracy. While Google Translate has been the go-to tool for multilingual translation for years, recent studies show that ChatGPT performs competitively with commercial translation products in high-resource European languages (Is ChatGPT A Good Translator?). ChatGPT’s strength as a translator goes beyond just natural language text. You can also translate the code between different programming languages. Simply providing an initializing prompt describing the translation you want, ChatGPT can often […]

In this era of information overload, summarizing plays a crucial role in extracting meaningful information from large amounts of data. It is not only time-saving but also facilitates quick decision-making. However, manual summarization techniques of hiring human experts to read, analyze and summarize the data have become obsolete due to the exponential growth of data. This is where the world felt the need to use Natural Language Processing techniques to develop an automated system that presents condensed information. ChatGPT is […]