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Fine-Tuning Models using Prompt-Tuning with Hugging Face’s PEFT Library
Author(s): Pere Martra Originally published on Towards AI. Prompt Tuning is such a simple technique that it’s surprising how remarkably efficient it can be. It’s the form of fine-tuning that requires the fewest weight modifications and the only one that allows multiple …
Temporal Edge Regression with PyTorch Geometric
Author(s): Marco Lomele Originally published on Towards AI. Graph Neural Networks and Transformers for Time Series Forecasting on Heterogeneous Graphs to Predict Butte Trade Volumes. Source: Image by the author. Graphs and Time Graphs are becoming one of the favorite tools of …
A Practical Introduction to PySpark
Author(s): Mihir Gandhi Originally published on Towards AI. What is PySpark? This member-only story is on us. Upgrade to access all of Medium. This article explains what PySpark is, some common PySpark functions, and data analysis of the New York City Taxi …
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. Matching Rows Between Two Dataframes 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. …
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 ChatGPT This member-only story is on us. Upgrade to access all of Medium. Image by Don Kaluarachchi (author) In today’s digital world, businesses are constantly seeking ways to …
What?
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’. The previous blog …
Smart Control of Traffic Lights Using AI
Author(s): Mihir Gandhi Originally published on Towards AI. Source Code and Related Content This member-only story is on us. Upgrade to access all of Medium. The congestion of urban traffic is becoming one of the critical issues with the increasing population and …
How Does Stable Audio by Stability AI Work?
Author(s): Louis Bouchard Originally published on Towards AI. A New AI That Generates Amazing Music! This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/dJz7EnYNJrw Did you …
What?
Author(s): Anirudh Mehta Originally published on Towards AI. Experiments, Model Training & Evaluation: 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’. The …
Unlocking the Power of Session State in Streamlit (1/2)
Author(s): Stavros Theocharis Originally published on Towards AI. A Practical Example Image by streamlit Introduction Streamlit has had a quick surge in popularity due to its efficacy in facilitating the development of web applications with minimal exertion. Although Streamlit simplifies the process …
Simulating Conversations with ChatGPT
Author(s): Alex Waterston Originally published on Towards AI. The cast of a famous TV show sit around a table discussing sandwiches. (MidJourney. Prompt by the author) In which we find out about the hopes and dreams of a large language model I’ve …
Why Bankrate Gave Up on AI-Generated Articles
Author(s): Igor Paniuk Originally published on Towards AI. Source: Image by Kaitlyn Baker on Unsplash In January, Bankrate and its sister site, CNET, made waves by openly publishing hundreds of articles generated by AI. They cautiously tested AI-generated content, publishing 41 articles …
Harmonizing Digital CX Channels: The Four-Quadrant Synergy Model of Chatbots and ChatGPT in Modern Organizations
Author(s): Francis Adrian Viernes Originally published on Towards AI. Leadership. Technology. Artificial Intelligence. This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash The benefits of using technology, particularly automation, have already been discussed, quantified, …
Mapping With GPT-4's Advanced Data Analysis Tool: A Comprehensive Example
Author(s): John Loewen, PhD Originally published on Towards AI. Using GPT-4 to generate beautiful on-the-fly charts and maps This member-only story is on us. Upgrade to access all of Medium. Dall-e Image: impressionist painting in vivid colors of planet Earth With data …
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