Last Updated on June 9, 2023 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 …
Read more “Strategies for Effective Brainstorming with ChatGPT”
Last Updated on June 7, 2023 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 …
Last Updated on June 6, 2023 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 …
Read more “A Gentle Introduction to Hallucinations in Large Language Models”
Last Updated on May 28, 2023 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 …
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 …
TL;DR: Text Prompt -> LLM -> Intermediate Representation (such as an image layout) -> Stable Diffusion -> Image. Recent advancements in text-to-image generation with diffusion models have yielded remarkable results synthesizing highly realistic and diverse images. However, despite their impressive capabilities, diffusion models, such as Stable Diffusion, often struggle to accurately follow the prompts when …
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 Let’s get started. Overview This post …
Read more “What Are Zero-Shot Prompting and Few-Shot Prompting”
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, …
Last Updated on May 19, 2023 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 …
Last Updated on May 3, 2023 As neural networks become increasingly popular in the field of machine learning, it is important to understand the role that activation functions play in their implementation. In this article, you’ll explore the concept of activation functions that are applied to the output of each neuron in a neural network …