LLM

Learn how to Code Your Own Website with AI

hosting platform for your individual website, where you may showcase your portfolio and other useful resources about yourself. Before making my switch, I had been using WordPress for about 1 yr, and I...

Methods to Scale Your LLM Usage

has perhaps been an important word on the subject of Large Language Models (LLMs), with the discharge of ChatGPT. ChatGPT was made so successful, largely due to scaled pre-training OpenAI did, making it...

Why We’ve Been Optimizing the Incorrect Thing in LLMs for Years

Standard Large Language Models (LLMs) are trained on a straightforward objective: Next-Token Prediction (NTP). By maximizing the probability of the immediate subsequent token , given the previous context, models have achieved remarkable fluency and...

Ten Lessons of Constructing LLM Applications for Engineers

across industries. Traditional engineering domains are not any exception. Previously two years, I’ve been constructing LLM-powered tools with engineering domain experts. Those are process engineers, reliability engineers, cybersecurity analysts, etc., who spend most of...

The right way to Create Skilled Articles with LaTeX in Cursor

used system for writing technical articles. I, for instance, wrote my Master’s thesis through Overleaf with a LaTeX file. Nonetheless, LaTeX is complicated to learn, and when coping with it through Overleaf, you’ll...

Construct an Over-Engineered Retrieval System

you’ll encounter when doing AI engineering work is that there’s no real blueprint to follow. Yes, for probably the most basic parts of retrieval (the “R” in RAG), you'll be able to chunk documents,...

Your Next ‘Large’ Language Model Might Not Be Large After All

For the reason that conception of AI, researchers have all the time held faith in scale — that general intelligence was an emergent property born out of size. If we just carry on adding...

How Relevance Models Foreshadowed Transformers for NLP

— that he saw further only by standing on the shoulders of giants — captures a timeless truth about science. Every breakthrough rests on countless layers of prior progress, until someday … all...

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