Optimization of Language Models for Efficient Inference and Performance Using Mixed Architectures
Author(s): Antonello Sale Originally published on Towards AI. Photo by Bernd 📷 Dittrich on Unsplash The world of artificial intelligence is changing rapidly, right? One of the pillars of this transformation has been the adoption of large language models(LLM) and we cannot …
Natural Selection for AI
Author(s): Valeria Fonseca Diaz Originally published on Towards AI. AI and humans (Image by author) Now that AI is officially born and being raised, it is almost impossible to stop ourselves from having philosophical discussions about its meaning and its impact. We, …
What is Claude AI, and How Does it Differ From ChatGPT?
Author(s): Jennifer Wales Originally published on Towards AI. Claude AI and ChatGPT are both powerful and popular generative AI models revolutionizing various aspects of our lives. Here, let us learn more about Claude AI and its benefits Ever since the launch of …
How to Use Functional Programming Features in Python?
Author(s): Chiapeilie Originally published on Towards AI. Boost Code Efficiency, Maintainability, and Concurrency with These Essential TechniquesPhoto by Hitesh Choudhary on Unsplash Functional programming (FP) is a programming paradigm that emphasizes the use of pure functions for computation and data processing. Although …
Why Llama 3.1 405B Is So Much Better Than GPT-4o And Claude 3.5 Sonnetβ Here The Result
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. the AI news in the past 7 days has been insane, with so much happening in the world of AI in this video, weβre diving into some of the latest AI developments from …
The Fundamental Mathematics of Machine Learning
Author(s): Joseph Robinson, Ph.D. A Deep Dive into Vector Norms, Linear Algebra, Calculus Originally published on Towards AI. A visual depiction of linear algebra transformations is covered in this blog (source). Β· Overview β Brief Overview of the Importance of Math …
Built-In AI Web APIs Will Enable A New Generation Of AI Startups
Author(s): Lorenzo Zarantonello Originally published on Towards AI. Built-in AI will allow websites to run various AI tasks on-device β Google built-in AI concept for the browser. AI models are getting bigger and better by the day. Asking what the βbestβ frontier …
Auditing Predictive A.I. Models for Bias and Fairness
Author(s): Eera Bhatt Originally published on Towards AI. Recently, two authors published a paper with guidance for conducting audits on predictive A.I. models to improve their ethics. In our case, an audit is an inspection of a predictive model just to evaluate …
Why is Llama 3.1 Such a Big deal?
Author(s): Louis-FranΓ§ois Bouchard Originally published on Towards AI. 10 (+1) questions managers and leaders should know about Llama 3.1 Note: this post was written by 3 ML & AI engineers behind the High Learning Rate newsletter. Good morning everyone! As you probably …
5 AI Real-World Projects To Set Foot in The Door
Author(s): Lan Chu Originally published on Towards AI. Donβt just learn Data Science β do it! The best way to do Data science is to build real-world projects that spark your passion and truly resonate with you. No matter where you are …
#33 Is LoRA the Right Alternative to Full Fine-Tuning?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! We are trying something new in this issue and focusing on deeper discussions on LLM essentials like prompting, LoRA, vector search, and more. I also shared a bunch …
Important LLMs Papers for the Week from 15/07 to 21/07
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 …
Detailed Guide of How To Set up MLflow on GCP in a Secure Way
Author(s): Yuki Shizuya Originally published on Towards AI. Photo by Josh Redd on Unsplash Introduction I recently needed to set up an environment of MLflow, a popular open-source MLOps platform, for internal team use. We generally use GCP as an experimental platform, …
Top 5 OpenAI API Alternatives Everyone Should Know About
Author(s): Artem Shelamanov Originally published on Towards AI. We all know how easy it is to use OpenAI API. You get your API key, pip-install openai library, write 5 lines of code and youβre done. But after some time, you encounter these …
Unraveling the Black Box: Explainability in Generative AI β Part 1
Author(s): saeed garmsiri Originally published on Towards AI. Photo by Kelli McClintock on Unsplash Hey everyone, thanks for reading another one of my articles! Remember in the last article we did a deep dive into SHAP and LIME? Well, get ready because …
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