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How to Evaluate the Quality of LLM-based Chatbots
Author(s): Matt Ambrogi Originally published on Towards AI. Strategies for programmatic and qualitative evaluation of chatbots built with GPT and LlamaIndex Why I care about evaluating chatbots As a part of Buildspace Nights and Weekends, I’m currently working on exploring ways to …
Orchestrating Imagination: Navigating the Generative AI Era
Author(s): Cezary Gesikowski Originally published on Towards AI. Decoding the Reshaping of Creativity: Our Journey amidst the AI-driven Metamorphosis image by the author via Midjourney v5.1 The creator economy, a vibrant sector valued at an impressive $14 billion per year, has been …
Meet MPT-7B: A Suite of Open Source, Commercially Available LLMs that Supports 65k Tokens
Author(s): Jesus Rodriguez Originally published on Towards AI. The new suite of models was released by MosaicML and support models optimized for Instructions, Chats, Stories and More. Image Credit: MosaicML I recently started an AI-focused educational newsletter, that already has over 150,000 …
Enhancing the Local Details With Adaptive Histogram Equalization
Author(s): Abhijith S Babu Originally published on Towards AI. Look at this photo that I took on one of my trips. It is a beautiful mountain. Image by Author Now I did some modifications to that image and have a look at …
While Google and OpenAI Fight for the AI Bone, the Open Source Community Is Running Away with It
Author(s): Massimiliano Costacurta Originally published on Towards AI. “Hey, did you hear? they say Google and OpenAI don’t have a competitive advantage in LLM.”“Yeah, sure… who said it?”“Google.”“Wait a minute…” Photo by Kai Wenzel on Unsplash One week ago SemiAnalysis released a …
Uncovering the Dark Side of AI: Why Our Intelligent Systems Are More Vulnerable Than We Think
Author(s): Christian Kruschel Originally published on Towards AI. Artificial Intelligence (AI) has rapidly advanced in recent years and found extensive applications in many fields. These intelligent systems have remarkable capabilities to solve complex problems, improve efficiency, and achieve superior performance. However, they …
GPTs vs. Human Crowd in Real-World Text Labeling: Who Outperforms Who?
Author(s): Evgeniya Sukhodolskaya Originally published on Towards AI. Who outperforms text classification? We decided to find out. Photo by mohamed_hassan on Pixabay The IT business world has been abuzz with controversy related to Large Language Models (LLMs). One of the hot topics …
Must-Know Statistics Questions for Data Science Interviews
Author(s): Roli Trivedi Originally published on Towards AI. Photo by Marjhon Obsioma on Unsplash What is Inferential Statistics?Inferential Statistics make predictions and inferences about the population based on the sample of data taken from the population. There are two main use cases …
Diffusion Models vs. GANs vs. VAEs: Comparison of Deep Generative Models
Author(s): Ainur Gainetdinov Originally published on Towards AI. Diffusion Models vs. GANs vs. VAEs: Comparison of Deep Generative Models Deep generative models are applied to diverse domains such as image, audio, video synthesis, and natural language processing. With the rapid development of …
How to Use Auto-GPT to Write and Fix Code for You
Author(s): François St-Amant Originally published on Towards AI. Forget about ChatGPT, Auto-GPT is already here Source: Image by Lukas on Unsplash ChatGPT arrived not so long ago, and already, Auto-GPT has been created. It already has 127k stars on Github…but what is …
How OpenAI Uses GPT-4 to Interpret Neurons in LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. A new interpretability method based on GPT-4 can derive explanations about specific neurons in LLMs. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a …
From Novice to Expert: A Comprehensive Step-by-Step Study Plan for Mastering LLMs
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Mastering Large Language Models (LLMs) is a compelling endeavor in the realm of Natural Language Processing (NLP). Whether you’re new to the field or have some experience, this article presents …
Geodesic Active Contours: The Key to Image Object Separation
Author(s): Abhijith S Babu Originally published on Towards AI. Recently I tried a photo editing app that adds custom backgrounds to my image. So I uploaded a photo of me standing in my home and applied a beach background so that the …
Genetic Algorithms and the Knapsack Problem: A Beginners’ Guide
Author(s): Egor Howell Originally published on Towards AI. Get hands-on experience with genetic algorithms and learn how to solve the knapsack problem step by step Photo by Vinicius Benedit on Unsplash In one of my previous articles, we introduced and discussed the …
Meet BabyAGI — The Autonomous AI Agent to Streamline Your Tasks
Author(s): Sriram Parthasarathy Originally published on Towards AI. Explore 10 Task Examples for Utilizing BabyAGI BabyAGI is an autonomous Artificial Intelligence agent developed by Yohei Nakajima. This autonomous AI agent is designed to generate and execute tasks based on given objectives. It …
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