Lumiere, Google’s Amazing Video Breakthrough
Author(s): Ignacio de Gregorio Originally published on Towards AI. Text-to-Video on a new level Scott Galloway, the famous business professor, bet that 2024 would be Google’s AI year. And it’s starting to look like it. Now, they have launched Lumiere, a huge …
easy-explain: Explainable AI with GradCam
Author(s): Stavros Theocharis Originally published on Towards AI. Introduction It’s been a while since I created this package ‘easy-explain’ and published it on Pypi. I have already written several articles on Medium about the functionality on image models using Occlusion & YoloV8 …
This AI newsletter is all you need #86
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, our eyes were on a flurry of new regulations and policies surrounding using and identifying Generative AI content. This includes new AI-voice …
Turning YouTube Comments into Expert Movie Critiques with Python and AI: A Step-by-Step Guide”
Author(s): Edoardo De Nigris Originally published on Towards AI. Imagine a new kind of movie review, not written by a single critic, but that emerges from the collective voice of countless YouTube comments. This review would represent a mosaic of diverse viewpoints …
Harnessing the Power of Slots for Optimizing Memory Usage in Python
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Memory Space Efficiency and Access Speed Image generated by author using Gencraft Efficiency is highly valued in the Python programming community. Optimizing memory utilization is essential for performance and scalability in any application …
![Prompt Engineering Best Practices for Instruction-Tuned LLM [Part 2]](https://i2.wp.com/miro.medium.com/v2/resize:fit:600/1*fMQPhi79ULwwPJnQHpK-Kg.png?w=600&resize=600,500&ssl=1 "Prompt Engineering Best Practices for Instruction-Tuned LLM [Part 2]")
Prompt Engineering Best Practices for Instruction-Tuned LLM [Part 2]
Author(s): Youssef Hosni Originally published on Towards AI. Have you ever wondered why your interaction with a language model falls short of expectations? The answer may lie in the clarity of your instructions. Picture this scenario: requesting someone, perhaps a bright but …
Three Popular ChatGPT Prompt Engineering Patterns for Life and Business Productivity
Author(s): Dipanjan (DJ) Sarkar Originally published on Towards AI. Created with DALL-E 3 Introduction In recent years, the landscape of artificial intelligence has undergone a significant transformation with the emergence of Generative AI technologies. Leading this revolution is ChatGPT, a state-of-the-art large …
GPT-4 One-Prompt Dashboard Showdown: Plotly Dash vs Streamlit
Author(s): John Loewen, PhD Originally published on Towards AI. Which framework reigns supreme in GPT-4, prompting simplicity?Dall-E generated image: impresionist painting of two similar dashboards on two computer screens For the past 8 months, I have been incessant on optimizing GPT-4 prompt …
Synthetic Data for Machine Learning
Author(s): Michael Galarnyk Originally published on Towards AI. It’s no secret that supervised machine learning models need to be trained on high-quality labeled datasets. However, collecting enough high-quality labeled data can be a significant challenge, especially in situations where privacy and data …
Mitigating Redundant UDF Computations in Spark Plans
Author(s): Abhijith C Originally published on Towards AI. Photo by Samuel Sianipar on Unsplash Originally published on my blog. When processing big data, efficiency is key. It’s not uncommon to be caught up in long debugging cycles when working with Spark. I …
LangChain 101: Part 3b. Talking to Documents: Embeddings and Vectorstores
Author(s): Ivan Reznikov Originally published on Towards AI. The terms vectorstores and embeddings are gaining more and more popularity. As soon as the idea of integration of LLMs with our own data became a possibility, we started to look into tools to …
Unlock Your Unique Playlist: Personalized Song Recommendations Using Spotify API
Author(s): Sarvesh Talele Originally published on Towards AI. Image Created by AI Have you ever been frustrated by the recommendations because you were so focused on choosing the perfect playlist? In that case, you are not alone. Looking through the vast array …
Few shots at a Math assistant with Orca-2-7B
Author(s): Kundan Joshi Originally published on Towards AI. In the world of text generation with LLMs, where content with largely subjective underpinnings is churned out with imaginative opulence, topics with an analytical quotient, like logical reasoning and maths problems, do not score …
Demystifying Time Series Outliers – 4/4
Author(s): Andrea Ianni Originally published on Towards AI. Last stop: end of the line We’ve reached the end of our saga, which began on a cold sunny day with the entry of a blonde-haired kid onto the field, a pandemic ago. We’ve …
Secret Behind Perplexity AI Success Over Google
Author(s): Sai Viswanth Originally published on Towards AI. World’s leading Conversation AI engine to beat Google’s Search Engine Just short after Chat GPT 3 success, Perplexity AI's popularity was on the rise. People were going toe-toe to find which one of these …
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