#35 Advanced prompting techniques are a myth…it’s all about good communication!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, don’t skip to your favorite sections (we know you guys do that); we have some fun bonuses for you, especially if you are in the ‘learning …
TAI #111; What Does Deepseek’s 10x Cheaper Reused LLM Input Tokens Unlock?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, our eyes were again on the rapid progress in LLM inference, in particular, the possibility of significantly reducing the cost for reused …
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 — Google built-in AI concept for the browser. AI models are getting bigger and better by the day. Asking what the “best” frontier …
5 AI Real-World Projects To Set Foot in The Door
Author(s): Lan Chu Originally published on Towards AI. Don’t just learn Data Science — 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 …
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, …
Unraveling the Black Box: Explainability in Generative AI — 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 …
Low-cost, Low-latency, Customizable Chatbots for Your Websites and Web Apps Using GPT-4o mini
Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. Spend fractions of cents per user interaction and make them fast and efficient, providing a fluent experience Look at the following conversation. It’s me trying out my website’s chatbot after upgrading it …
TAI #109: Cost and Capability Leaders Switching Places With GPT-4o Mini and LLama 3.1?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This was another huge week for foundation LLMs, with the release of GPT-4o mini, the leak of LLama 3.1 model scorecards, new models from …
Multi-task Learning (MTL) and The Role of Activation Functions in Neural Networks [Train MLP With and Without Activation]
Author(s): JAIGANESAN Originally published on Towards AI. Image by the author In this article, we’re going to explore two important concepts in deep learning: multi-task learning (MTL) and the role of activation functions in neural networks. We’ll learn how MTL works by …
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