Information & Entropy
Author(s): Sushil Khadka Originally published on Towards AI. What, Why, and How explained Photo by Raimond Klavins on Unsplash Use “entropy” and you can never lose a debate, von Neumann told Shannon because no one really knows what “entropy” is. — William …
The Zero Redundancy Optimizer (ZeRO): A Short Introduction with Python
Author(s): Armin Norouzi, Ph.D Originally published on Towards AI. Uncover how Zero Redundancy Optimizer transforms data parallelism, boosting memory and computational efficacy. This member-only story is on us. Upgrade to access all of Medium. source: https://www.microsoft.com/en-us/research/blog/zero-deepspeed-new-system-optimizations-enable-training-models-with-over-100-billion-parameters/ The Zero Redundancy Optimizer (ZeRO) improves …
The Unreasonable Effectiveness of Transfer Learning
Author(s): Satyam Kumar Originally published on Towards AI. Essential guide to multi-output prediction with Keras Functional API This member-only story is on us. Upgrade to access all of Medium. Image by Gerd Altmann from Pixabay Training a complex deep-learning neural network requires …
Inside XGen-Image-1: How Salesforce Research Built, Trained, and Evaluated a Massive Text-to-Image Model
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most efficient training processes for text-to-image models ever implemented. Image Credit: Salesforce Research I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Gorilla — Enhancing Large Language Models’ Ability to Use API Calls
Author(s): Marcello Politi Originally published on Towards AI. A Finetuned LLaMA-based Model to Improve LLMs’ API Call Accuracy and Adaptability Photo by Valentin Jorel on Unsplash This member-only story is on us. Upgrade to access all of Medium. Large Language Models today …
GANs (Generative Adversarial Networks:)
Author(s): Data Science meets Cyber Security Originally published on Towards AI. We Saw the Generative AI, Now Let’s See How Actually It Is Generated.! IMAGE SOURCE: BY AUTHOR INTRODUCTION: GANs, Generative Adversarial networks, let’s first understand what GANs are. So I have …
From Text to Tangible: 3D-LLM Unleashes Language Models into the 3D World
Author(s): Louis Bouchard Originally published on Towards AI. An overview of the first 3D-LLM 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/ADlXEUqIt-8 We’ve seen large …
Langchain 101: Extract structured data (JSON)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. A practical example of controlling output format as JSON using Langchain This member-only story is on us. Upgrade to access all of Medium. Based on the medium’s new policies, I am …
How to Use the Bisection Method for Numerical Computing
Author(s): Chinmay Bhalerao Originally published on Towards AI. Understanding the root-finding bisection method and its working Photo by Andrew on Unsplash WE CAN CONNECT ON :U+007C LINKEDIN U+007C TWITTER U+007C MEDIUM U+007C SUBSTACK U+007C A subfield of computer science and mathematics known …
An Opinion on Brain Inspired Artificial Intelligence. Where Do We Go From Here?
Author(s): Kevin Berlemont, PhD Originally published on Towards AI. Machines still do not pass the Turing test in 2023 This member-only story is on us. Upgrade to access all of Medium. Photo by KOMMERS on Unsplash The Imitation Game, which was the …
This AI newsletter is all you need #59
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week changes to Zoom’s terms of service (from March) were brought into focus after fears over their use of customer video data went …
The AI revolution in weather prediction
Author(s): Caroline Arnold Originally published on Towards AI. Tomorrow’s weather, brought to you by deep learning This member-only story is on us. Upgrade to access all of Medium. Whether you live in a warm, moderate, or cold region of our planet, the …
Breaking GPT-4 Safety: Pyromaniac Edition
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. I experimented with breaking LLM safety. GPT4 explained to me how to hurt someone. This member-only story is on us. Upgrade to access all of Medium. In recent years, Large Language …
Meta’s Llama 2: Revolutionizing Open Source Language Models for Commercial Use
Author(s): Sriram Parthasarathy Originally published on Towards AI. Performance Showdown: Llama 2 vs. Competing Language Models Source: Created with Bluewillow Meta has once again pushed the boundaries of AI with the release of Llama 2, the highly anticipated successor to its groundbreaking …
How To Stay Updated With Machine Learning and Computer Vision Advances In 2023?
Author(s): Hasib Zunair Originally published on Towards AI. Are you overwhelmed by the recent progress in machine learning and computer vision as a practitioner in academia or in the industry? Know what youtube channels, newsletters, podcasts, and platforms to follow to stay …
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