Taming the Oracle: Key Principals That Bring Our LLM Agents to Production
Author(s): Nate Liebmann Originally published on Towards AI. A Tame Oracle. Generated with Microsoft Designer With the second anniversary of the ChatGPT earthquake right around the corner, the rush to build useful applications based on large language models (LLMs) of its like …
Azure Data Engineer Portfolio Project Series For Beginners (Part-I)
Author(s): Kamireddy Mahendra Originally published on Towards AI. Image by author Hello Welcome to the Azure Data Engineer Project Series, Before building the Data Architecture or any data pipelines in any cloud platform, we need to know the basic terms each platform …
Build the Smallest LLM From Scratch With Pytorch (And Generate Pokémon Names!)
Author(s): Tapan Babbar Originally published on Towards AI. Source: Image by Author So, there I was, toying with a bunch of Pokémon-inspired variations of my cat’s name — trying to give it that unique, slightly mystical vibe. After cycling through names like …
Build a Local CSV Query Assistant Using Gradio and LangChain
Author(s): Vikram Bhat Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In this blog, we’ll walk through creating an interactive Gradio application that allows users to upload a CSV file and query its …
OpenAI Reveals New “Operator” AI Agent
Author(s): Get The Gist Originally published on Towards AI. Plus: Google Launches Gemini AI App for iPhone This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday we share an easy-to-read summary …
Understanding Attention In Transformers
Author(s): Shashank Bhushan Originally published on Towards AI. Introduction Transformers are everywhere in machine learning nowadays. What started as a novel architecture for sequence-to-sequence language tasks such as translation, question answering, etc. can now be found in virtually all ML domains, from …
London Commute Agent, From Concepts to Pretty Maps
Author(s): Anders Ohrn Originally published on Towards AI. Source: Image by Author A hope for Large Language Models (LLMs) is that they will close the gap between what is meant (the semantics) and its formulation (the syntax). That includes calling software functions …
The End of Scaling Laws: How Harvard’s “Scaling Laws for Precision” Revolutionizes LLM Training
Author(s): hengtao tantai Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. A paradigm-shifting analysis that challenges fundamental assumptions about model scaling and precision The recently published research paper “Scaling Laws for Precision” — …
Breaking Barriers: A Journey Through Real-Time Speech Translation
Author(s): Naveen Krishnan Originally published on Towards AI. Image Source — Unsplash [by Dmitrii Eliuseev] After all, I grew up in a land of more than 1,600 tongues and dialects: language-defining when powerful, even the rod of exile at times. School, social …
A Modern Approach To The Fundamental Problem of Causal Inference
Author(s): Andrea Berdondini Originally published on Towards AI. Photo by the author ABSTRACT: The fundamental problem of causal inference defines the impossibility of associating a causal link to a correlation, in other words: correlation does not prove causality. This problem can be …
Empirical Techniques for Enhanced Predictive Modeling: Beyond Traditional ARMA
Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. A Non-Parametric Approach for Robust Forecasting and Data Analysis Across Domains Photo by XinYing Lin on Unsplash The ARMA model is a …
#49 Why Become an LLM Developer?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, I am super excited to finally announce that we released our first independent industry-focus course: From Beginner to Advanced LLM Developer. Put a dozen experts (frustrated …
Why Bots Fail Google’s “I’m Not a Robot” Test — But You Pass
Author(s): Lamprini Papargyri Originally published on Towards AI. Why Bots Fail Google’s “I’m Not a Robot” Test — But You Pass How a single click reveals the truth about your humanity. If you’ve ever browsed the internet, you’ve probably come across a …
Why Become an LLM Developer? Launching Towards AI’s New One-Stop Conversion Course
Author(s): Towards AI Editorial Team Originally published on Towards AI. From Beginner to Advanced LLM Developer Why should you learn to become an LLM Developer? Large language models (LLMs) and generative AI are not a novelty — they are a true breakthrough …
Standard Deviation For Dummies
Author(s): Igor Novikov Originally published on Towards AI. I bet you’ve heard about standard deviation but what does it mean? Here is an explanation that even your dog can understand. Image by the author Standard deviation is closely related to variance. Variance …
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