If You Only Have 3 Minutes — This ChatGPT Dense Summary Prompt is For You
Author(s): Qendel AI Originally published on Towards AI. I only have 3 minutes — how do I read my 5 pages now? Your time is precious, and a strong summary honors that! A strong summary is brief — a weak summary is …
Addressing Data Leakage: Essential Considerations for Trustworthy Machine Learning Models
Author(s): Mala Deep Originally published on Towards AI. Top highlight Image credit to Adobe Firefly. With the ChatGPT use case and other AI markets on the rise, the accuracy and trustworthiness of AI models are of utmost importance. The numerous moving parts …
GPT-4, Llama-2, Claude: How Different Language Models React to Prompts
Author(s): Louis Bouchard Originally published on Towards AI. Exploring the unique behaviors of different Large Language Models (LLMs) and mastering advanced prompting techniques! Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/AOeKFlSLMOA Large language models are quite different …
Canada’s AI Ambitions: Navigating the Future of AI Governance
Author(s): Cezary Gesikowski Originally published on Towards AI. A Look at Canada’s Voluntary Code and the Road Aheadimage: Maple Leaf circuit by the author via Midjourney In the bustling city of Montreal, the landscape of Canadian tech policy recently shifted. Industry Minister …
A Simple ChatGPT Prompt to Clearly Convey Your Message to Anyone, Anytime.
Author(s): Qendel AI Originally published on Towards AI. Photo created using DALLE-3. Stop throwing your words to the wrong ears! Imagine you have a well-crafted message, but you throw it into diverse minds — people of different ages, professions, upbringings, etc. The …
My General Topic Classification Model — From Labelling to Deployment
Author(s): Wee Tee Soh Originally published on Towards AI. Bird with coloured balls — AI-generated image During the course of my work in NLP, I often find a need to do initial filtering of massive numbers of documents or texts in order …
Fine-Tuning Models using Prompt-Tuning with Hugging Face’s PEFT Library
Author(s): Pere Martra Originally published on Towards AI. This article is part of a free course about Large Language Models available on GitHub. Image created by Author using Dall-E 2 If you’re reading this, it means you’re genuinely interested in novel techniques …
Temporal Edge Regression with PyTorch Geometric
Author(s): Marco Lomele Originally published on Towards AI. Source: Image by the author. Graphs and Time Graphs are becoming one of the favorite tools of data scientists. Their inherent structure allows for efficient storage of complex information, such as the ongoing protein …
A Practical Introduction to PySpark
Author(s): Mihir Gandhi Originally published on Towards AI. This article explains what PySpark is, some common PySpark functions, and data analysis of the New York City Taxi & Limousine Commission Dataset using PySpark. PySpark is an interface for Apache Spark in Python. …
Navigating the Mind of GPT: How to Elicit Clarity and Avoid AI Hallucinations
Author(s): MindfulModeler Originally published on Towards AI. Photo by Ehimetalor Akhere Unuabona on Unsplash Introduction When working with cutting-edge language models like GPT, we occasionally find ourselves stumbling upon “hallucinations.” A hallucination, in the context of a language model, is when the …
Unlocking the Power of Session State in Streamlit (2/2)
Author(s): Stavros Theocharis Originally published on Towards AI. Image by the author Introduction In my previous related article, we saw what Streamlit’s session state is and how it can be used in practice with a simple example. Streamlit can be really used …
The Business Benefits Of ChatGPT: From Customer Support To Marketing 🏢
Author(s): Don Kaluarachchi Originally published on Towards AI. Business operations and customer engagement with ChatGPTImage by Don Kaluarachchi (author) In today’s digital world, businesses are constantly seeking ways to stay ahead of the game and provide better services. One technology that everyone …
Deployment & Serving: Exploring 6 Key MLOps Questions using AWS SageMaker
Author(s): Anirudh Mehta Originally published on Towards AI. Deployment & Serving: Exploring 6 Key MLOps Questions using AWS SageMaker This article is part of the AWS SageMaker series for exploration of ’31 Questions that Shape Fortune 500 ML Strategy’. What? The previous …
Smart Control of Traffic Lights Using AI
Author(s): Mihir Gandhi Originally published on Towards AI. The congestion of urban traffic is becoming one of the critical issues with the increasing population and automobiles in cities. Traffic jams not only cause extra delay and stress for the drivers but also …
“5-Word ChatGPT Prompt Prefix” That Yields Desired Response On The First Try
Author(s): Qendel AI Originally published on Towards AI. 5-word ChatGPT Prompt Prefix That Yields Desired Responses On The First Try As crazy as it sounds, a simple 5-word prompt prefix helps ChatGPT think like any professional and enables you to find better …
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