8-Bit LLM Quantization with Lightning Fabric
Author(s): Tim Cvetko Originally published on Towards AI. 2024 — Easiest Way to any LLM Int-8 Quantization with Lightning Fabric LLMs are called “large” for a reason. Models, like GPT-4, have over 220B weights, and over 1.4T total parameters. For us mortals, …
Best Free AI SQL Large Model of 2024
Author(s): Meng Li Originally published on Towards AI. Best AI SQL Query Tools Want to quickly get answers from your database? The Vanna framework makes this simple. It’s an open-source tool that helps you generate SQL to let the data speak for …
Designing Responsible AI Solutions
Author(s): Dr Richard Matthews – Chief AI Officer RHEM Labs Originally published on Towards AI. Microsoft’s 6 responsible AI Principles that we use at RHEM Labs Top highlight At RHEM Labs, we run on trust, and we’re committed to building using the …
Boost Your Code Quality with Pytest & Tox
Author(s): ronilpatil Originally published on Towards AI. Image by Author In the realm of software development, ensuring code quality isn’t just a goal, it’s a mandate. With the ever-increasing complexity of applications, the need for robust testing methodologies has never been more …
How I Use Custom GPT Builder For My Data Storytelling Workshops
Author(s): John Loewen, PhD Originally published on Towards AI. Organizing CSV files and custom rules into a shared GPTDall-E image: highlighting the importance of innovative thinking in addressing worldwide issues. With all of the recent additions to OpenAI’s flagship ChatGPT Plus tool, …
Insights from a Computer Science Conference: DATE 2024
Author(s): Federico Peccia Originally published on Towards AI. Top highlight In the last week of March, I attended the Design, Automation, and Test in Europe 2024 Conference. This academic conference is focused on techniques and methods for designing better electronic systems. It …
Why You Should Care About Business Metrics in Your Next ML Project
Author(s): Jonte Dancker Originally published on Towards AI. Imagine you have worked weeks on a project to develop a new ML model. You spent hours understanding the data, creating features, and testing different models. With all this hard work, you built a …
Machine Learning Was Hard Until I Learned These 5 Secrets!
Author(s): Boris Meinardus Originally published on Towards AI. The secrets no one tells you but make learning ML a lot easier and enjoyable. There is a lot of scary math and code you need to understand to learn machine learning. It can …
Top Important LLM Papers for the Week from 18/03 to 24/03
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Zero-Shot Learning and Human Analogical Reasoning!
Author(s): Shravankumar Hiregoudar Originally published on Towards AI. Zero-Shot Learning and Human Analogical Reasoning! Recently, I read David Epstein’s ‘Range’ and stumbled upon Duncker’s Radiation Problem in Chapter 5, where the author talks about analogical problem-solving. As an AI/ML engineer, I was …
Amping up Time Series Forecasting: Signature Transformation Method in Python. Part 1
Author(s): Pavel Zapolskii Originally published on Towards AI. Image generated using Simplified [1] Friends, I am so excited to share with you a truly amazing invention of Stochastic Process Math— the Signature of Time Series! This is a highly complex issue with …
All about MLOps: why, what, when & how
Author(s): Akhil Anurag Originally published on Towards AI. Photo by Nik on Unsplash Machine learning(ML) applications have mushroomed everywhere, with it the desire to move beyond the pilots and proof of concepts to deliver significant value to consumers while overcoming the unique …
Using Claude 3 to Transform a Video Tutorial Into a Blog Post
Author(s): Yann-Aël Le Borgne Originally published on Towards AI. Example of a 2h13 video converted in a blog post (featuring screenshots and code) with Claude 3 Opus The starting point for the writing of this article is a post on X from …
Learn AI Together — Towards AI Community Newsletter #18
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, I’m super excited to announce that we are finally releasing our book, ‘Building AI for Production; Enhancing LLM Abilities and Reliability with Fine-Tuning and RAG,’ where …
Building Blocks of Transformers: Attention
Author(s): Akhil Theerthala Originally published on Towards AI. It’s been 5 years…and the Transformer architecture seems almost untouchable. During all this time, there was no significant change in the structure behind a transformer. However, the world, for sure, has changed a lot …
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