Method 1: Using List Comprehension To create a list of even numbers in Python, you can use the list comprehension [x for x in range(10) if x%2==0] that iterates over all values x between 0 and 10 (exclusive) and uses the modulo operator x%2 to check if x is divisible by 2 without remainder, i.e., … Read more
The paper “LongNet: Scaling Transformers to 1,000,000,000 tokens” presents a machine learning breakthrough, particularly in handling and analyzing large amounts of text data. Simply put, this paper is about a new model called LongNet that can understand and analyze really long strings of text – up to 1 billion words or phrases, called “tokens,” at … Read more
LLM is a command-line utility and Python library for interacting with large language models. In the latest release (v0.5), it offers support for self-hosted language models through plugins. Installation LLM can be installed using pip, pipx, or Homebrew. The syntax for each is as follows: Key Features You can see the possible models by running … Read more
GPT-4 now provides a friendly little tool that has the potential to completely change the coding industry. Again. You can activate the code interpreter in your ChatGPT Settings: Toggle the “Code Interpreter” option (currently in “Beta features” but not for long): Now you can run the code interpreter using a simple natural language prompt such … Read more
General Solution Creating an “About Us” page in Django involves optionally creating a new app, and then defining a view to render the page. You then create a URL for the view and an HTML template for the page content. Finally, you run the server to view your “About Us” page. Step 1: Create a … Read more
High-Level Approach Creating a contact page in Django involves creating a new app, adding it to the project settings, and defining a model for the contact form. You then create a form for the model, a view to handle form submission and display, and a URL for the view. Finally, you create templates for the … Read more
We’ll discuss the following five ways: Let’s get started! 👩💻👇 Method 1: Actually Creating an Array of Strings In the unlikely case that you actually want to convert a list of strings to a NumPy array of strings, you can pass it in the np.array() function. Here’s a minimal example: In this code, list_of_strings is … Read more
The new Claude 2 model from AI research company Anthropic has proved insane new capabilities. In this quick article, I’ll give you a short and concise overview of what you need to know. Claude 2 Overview Anthropic’s latest prodigy, Claude 2, is making waves. This AI language model, part of the Claude series, is a … Read more
When working with OpenAI models, it’s not uncommon for you to encounter errors, such as the openai.error.InvalidRequestError. This error can be particularly frustrating when attempting to access a specific model like GPT-4. When you encounter the openai.error.InvalidRequestError with the message “The model: gpt-4 does not exist”, it means that your code is attempting to access … Read more
I just read one of the most influential papers titled “Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm” by Gwern Branwen, Connor Leahy, and Alexander Turner that first introduced prompt programming, a predecessor of today’s multi-six-figure skill prompt engineering. This short excursion in prompting history will be valuable for improving your prompting skills … Read more
Executive Summary This article summarizes a recent research paper titled Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language models to examine how ChatGPT performs in the USMLE, a comprehensive US-based medical examination. 🔗 Quote: “medical students often spend approximately 300–400 hours of dedicated study time in preparation for this exam” … Read more
In this tutorial, I will show you my step-by-step process of creating a ChatGPT-powered Logo Generator App using Python Flask. This simple but powerful logo generator allows users to quickly generate unique and creative logos for their businesses. Demo Link: https://flask-openai-logo-app.vercel.app/ You can watch my explainer video here as you go through the project: Prerequisites … Read more