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VNVimal Negitechkid.hashnode.devApr 6 · 5 min read

Vectorless-Rag(Page Index)

📌 What is Vectorless RAG? Vectorless RAG is an alternative approach to traditional Retrieval-Augmented Generation (RAG) where: ❌ No vector embeddings are used ❌ No vector database is required ✅ Retri

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KKashifblog.ifkash.devFeb 8 · 5 min read

I Pretrained a 360M LLaMA-Style Language Model from Scratch on 6B FineWeb Tokens (Single H100)

Pretraining an LLM from scratch usually sounds like “big-lab-only” territory. I wanted to test how far a smaller, practical setup can go while keeping the process transparent and reproducible. This post documents an end-to-end run of training a ~360M...

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RSRaghav Shuklablog.raghavdev.inNov 26, 2025 · 5 min read

Understanding the Core Concepts of AI: Part 1

I've been working as a software engineer at a startup for quite some time, and now I'm excited to move into the AI field. There are so many topics to explore, and it can feel overwhelming. To make it easier, I started by learning the basics of Large ...

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SBSaptarshi Bhattacharyahighonbugs.sbk2k1.inOct 6, 2025 · 17 min read

Why Attention Is All You Need — A Dimensional and Mathematical Intuition Guide

1. Introduction In 2017, Vaswani et al. dropped a paper titled “Attention Is All You Need,” and it quietly rewired the entire field of deep learning. Within a few years, its architecture — the Transformer — became the foundation for nearly every mode...

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SKSupriya Kadam Daberaoruhmani.comSep 17, 2025 · 23 min read

Chef Cupcake's Secret Recipe is a Transformer Model 👨‍🍳🧁 🤖

You might have read my earlier blog, Explain GPT to a 5-Year-Old 👧🧒, where we kept things simple and magical ✨. But let's be honest—while a 5-year-old is happy to know that, a friendly Chef Cupcake 🤖👨🍳 is cooking up sentences, a curious adult 🧠...

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ACArun Chauhanarunchauhan-gen-ai.hashnode.devAug 20, 2025 · 4 min read

Understanding Vector Embeddings and Positional Encoding

Why These Concepts Matter ? When you send a message to a chatbot, ask an AI to translate a sentence, or search the web, something fascinating happens behind the scenes. The AI isn’t “reading” words the way you do — it’s converting them into numbers a...

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ACArun Chauhanarunchauhan-gen-ai.hashnode.devAug 20, 2025 · 5 min read

Understanding GPT

Why Everyone’s Talking About GPT A few years ago, it sounded like science fiction: a computer you could talk to, ask questions, and get back answers that felt like they were written by a person. Now, tools like ChatGPT are being used to write emails,...

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RTRamazan Turantransformerpaperimplemention.hashnode.devJul 18, 2025 · 15 min read

End To End Paper Implementation “Attention Is All You Need”

In this article, I present an end-to-end implementation of the paper “Attention is All You Need”, along with selected quotes from the paper. This article focuses only on implementation. For a more explanatory and conceptual guide, I recommend the fol...

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YGYagya Goelblogs.yagyagoel.devJun 11, 2025 · 9 min read

Transformers 101: Unfolding CHATGPT & Attention Is All You Need

This is the starting point of a new series where I introduce you to AI and show you how to apply it in your workflow so we can build great products together. So let's start with some terms that aren't necessary but help us understand what happens beh...

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BCBuddy Coderdevsingh.hashnode.devApr 8, 2025 · 7 min read

Decoding AI Jargon with Chai ☕

Artificial Intelligence (AI) is often felt like a complex web and full of technical jargons like transformers, self-attention, or tokenization etc. You would have wondered what the fuss is about and its so complicated. But what if we could simplify t...

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#attention-is-all-you-need

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Trending tags this week

Vectorless-Rag(Page Index)

I Pretrained a 360M LLaMA-Style Language Model from Scratch on 6B FineWeb Tokens (Single H100)

Understanding the Core Concepts of AI: Part 1

Why Attention Is All You Need — A Dimensional and Mathematical Intuition Guide

Chef Cupcake's Secret Recipe is a Transformer Model 👨‍🍳🧁 🤖

Understanding Vector Embeddings and Positional Encoding

Understanding GPT

End To End Paper Implementation “Attention Is All You Need”

Transformers 101: Unfolding CHATGPT & Attention Is All You Need

Decoding AI Jargon with Chai ☕