Welcome to UnfoldAI 🚀; here, you will find articles, strategies, and tutorials for building production-grade ML systems
My name is Simeon Emanuilov, and I am the author behind this website. Check my background on LinkedIn.
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The Transformer revolution
In 2017, a groundbreaking paper introduced the transformer architecture, setting off a chain reaction that would reshape the landscape of…
Mastering RAG — How ReRanking revolutionizes information retrieval
In the ever-evolving landscape of natural language processing and information retrieval, Retrieval Augmented Generation (RAG) has emerged as a game-changing…
ARIA — An open-source multimodal native Mixture-of-Experts model
In October 2024, Rhymes AI introduced ARIA, the first open-source multimodal native Mixture-of-Experts (MoE) model. This article provides a detailed…
GPU memory requirements for serving Large Language Models
As LLMs continue to grow in size and complexity, understanding their GPU memory requirements becomes crucial for efficient deployment and…