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Despite widespread confusion, Andrej Karpathy coined "vibe coding" as a kind of AI-assisted coding where you "forget that the code even exists." Legacy code We already have a phrase for code that nobody understands: legacy code. Legacy code is universally despised, and for good reason. But why? You have the code, right? Can't you figure it out from there? Wrong. Code that nobody understands is tec
It has been seven years since the original GPT architecture was developed. At first glance, looking back at GPT-2 (2019) and forward to DeepSeek-V3 and Llama 4 (2024-2025), one might be surprised at how structurally similar these models still are. Sure, positional embeddings have evolved from absolute to rotational (RoPE), Multi-Head Attention has largely given way to Grouped-Query Attention, and
base model trends.md How large are large language models? (2025) This aims to be factual information about the size of large language models. None of this document was written by AI. I do not include any information from leaks or rumors. The focus of this document is on base models (the raw text continuation engines, not 'helpful chatbot/assistants'). This is a view from a few years ago to today o
 > This model requires Ollama 0.6 or later. [Download Ollama](https://ollama.com/download) Gemma is a lightweight, family of models from Google built on Gemini technology. The Gemma 3 models are multimodal—processing text and images—and feature a 128K context window with support for over 140 languages. Available in
Audio Decomposition [Blind Source Seperation] Open source seperation of music into constituent instruments. Made from scratch without external instrument seperation libraries. Matthew Bird Tue, Oct 1, 2024 Demo Vids: https://youtu.be/-i0PSxcoDH0, https://youtu.be/mzPUfs9sYQE, https://youtu.be/Z7D6obv12zk, https://youtu.be/LkDJ9XT-klU Github Repository: https://github.com/mbird1258/Audio-Decomposit
In this article, we talk about how LLMs work, from scratch – assuming only that you know how to add and multiply two numbers. The article… A self-contained, full explanation to inner workings of an LLM In this article, we talk about how Large Language Models (LLMs) work, from scratch – assuming only that you know how to add and multiply two numbers. The article is meant to be fully self-contained.
Chain-of-thought (CoT) prompting has become a widely used strategy for working with large language and multimodal models. While CoT has been shown to improve performance across many tasks, determining the settings in which it is effective remains an ongoing effort. In particular, it is still an open question in what settings CoT systematically reduces model performance. In this paper, we seek to i
Deep in the vault of the Morgan Library & Museum in Manhattan on a late-spring day, the curator Robinson McClellan was sorting through a collection of cultural memorabilia. There were postcards signed by Picasso, a vintage photograph of a French actress and letters from Brahms and Tchaikovsky. When McClellan came across Item No. 147, he froze:
What Is Declarative Programming Broadly speaking, there are two ways to program/instruct a computer to perform a task, they are imperative vs declarative programming. Imperative programming is what we do the most, we write all the code necessary for the computer to perform a task such that the only thing left for the computer to do is fetch and execute CPU instructions. If you are using Java,C#, J
You can be forgiven for thinking that OD&D is a medieval European fantasy game. After all, Gary Gygax himself says so. He describes the original D&D books as “Rules for Fantastic Medieval War Games” (on the cover) and “rules [for] designing your own fantastic-medieval campaign” (in the introduction). However, in the game itself, there’s precious little to suggest feudalism, Europe, chivalry, a pos
“If I can.” “Could you buy me a revolver?” Jean-Claude refused. Then, after watching the hermit – who was deaf and nearly blind – totter erratically about his garden, he telephoned the man’s children. Even they hadn’t spoken to their father in close to 25 years. When they arrived in the village of Lasserre, the recluse repeated his request for a revolver, so he could shoot himself. There was barel
In this tutorial, you'll learn how the React compiler can help you write more optimized React applications. React is a user interface library that has been doing its job quite well for over a decade. The component architecture, uni-directional data flow, and declarative nature stand out in helping devs building production-ready, scalable software applications. Over the releases (even up until the
Over the years, I have written articles and sample apps to demonstrate the new features of each year’s SwiftUI updates with particular emphasis on macOS app development. Last year, the major update to SwiftUI was the new data flow system using the Observation framework. I covered that in my article SwiftUI Data Flow 2023 but I didn’t feel there were sufficient UI changes to warrant an update to my
(The issues described in this post have been fixed, I have not exhaustively researched whether any other issues exist) Feeld is a dating app aimed largely at alternative relationship communities (think "classier Fetlife" for the most part), so unsurprisingly it's fairly popular in San Francisco. Their website makes the claim: Can people see what or who I'm looking for? No. You're the only person w
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