An Overview of Large Language Models
An introduction to large language models, including vectorization, transformers, common nlp models, and considerations for designing apps with OpenAI tokens and PEFT.IntroductionWhat is a Language Model?The probability distribution over strings of words is called the language model. [1]For example, the knowledge that the word apple juice is more likely than apple juice concentrate
Read moreCreating a WYSIWYG Editor for My Website
A rich text editor with contenteditable and the JavaScript Selection and Range ClassesContinue reading on Better Programming »
Read moreImplementing Generative Agent With Local LLM, Guidance, and Langchain
The background is generated by [Stable Diffusion 1.1].After successfully making ReAct agent with Guidance, I continue to make a more complicated thing — the Generative agent. This study was published by Stanford and Google team on Arxiv on April 7, 2023. They attempt to make a small village full of generative agents.
Read moreNew in Rust 1.70.0 — OnceCell and OnceLock
A peek into this nice feature coming with the new version of RustContinue reading on Better Programming »
Read morePlatform as a Runtime (PaaR) — Beyond Platform Engineering
Platform as a Runtime (PaaR) — Beyond Platform EngineeringExploring approaches to organizing work and achieving better velocity and qualityPlatform engineering is something I’m personally very excited about, and we at Wix have been practicing it for over a decade (before the name “platform engineering” was coined). In this article, I’ll explain some of
Read moreThe Rise of Self-Improving AI — An Experiment With GPT-4
The Rise of Self-Improving AI — An Experiment With GPT-4Let’s look at ways to deploy a Meta AI to forge other AIs for a specific goalImage generated by DALL-EHave you ever wondered about an AI capable of refining itself? It’s a widely accepted concept that such self-improving AI could lead to an intelligence explosion. Using
Read moreThe Overflow #180: The battle for your attention at work
Welcome to ISSUE #180 of The Overflow! This newsletter is by developers, for developers, written and curated by the Stack Overflow team and Cassidy Williams. This week: the version control system that uses patch algebra, the proof that we are not the center of the universe, and the dark patterns that
Read moreImproved Attribution Models: What Digital Marketers Need To Know
Learn how marketing attribution models play a key role in identifying the most important touchpoints for success during the buyer journey. Continue reading Improved Attribution Models: What Digital Marketers Need To Know on SitePoint.
Read moreBalancing a PhD program with a startup career (Ep. 576)
Cameron Wolfe, Director of AI at Rebuy and deep learning researcher, joins Ben for a conversation about generative AI, autonomous agents, and balancing a PhD program with a tech career. Episode notes: Rebuy is an AI-powered personalization platform. Check out their developer hub, explore case studies, or keep up with
Read morePrivate LLMs on Your Local Machine and in the Cloud With LangChain, GPT4All, and Cerebrium
Photo by Thomas Dewey on UnsplashThe idea of private LLMs resonates with us for sure. The appeal is that we can query and pass information to LLMs without our data or responses going through third parties—safe, secure, and total control of our data. Operating our own LLMs could have cost benefits
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