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RTRetzam Tarleretzam.hashnode.devMar 30 · 6 min read

BERT, Dense Passage Retrieval, and how RAG was invented

Hello 👽, Welcome to another mid-series special 🎉. I know I said we're done with BERT, but this is truly insightful 🤗, enjoy. While pretraining and fine-tuning the BERT (Bidirectional Encoder Repres

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RTRetzam Tarleretzam.hashnode.devFeb 23 · 8 min read

BERT in its Elements

Hello 👽, I know, still on BERT, right? 😀. Well, it’s a lot to learn, and it’s worth it, no shortcuts 🦾. We learned about General Language Pre-training and a little about the architecture of BERT. W

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ASAlexey Sokolovalexey-sokolov.hashnode.devFeb 9 · 9 min read

I Bought an RTX 5070 Ti Because My 1-Year-Old Asked Me To

My daughter recently told me she wanted a gaming PC with an RTX 5070 Ti. She's one year old and doesn't actually speak yet, but I'm pretty sure that's what the crying meant. So I did what any responsible parent would do — I bought one. Then I stared ...

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RTRetzam Tarleretzam.hashnode.devJan 26 · 4 min read

Introduction to BERT (Bidirectional Encoder Representations from Transformers)

Aloha 👽, We learned a little about Large Language Models in our last series chapter, which brought us to the 3 types of LLMs (BERT, GPT, LLaMA). We’ll start with BERT. Let’s get right into it 🤖 It all started with Google Engineers yet again. Jacob ...

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SFShadab Firoztransformertextmodels.hashnode.devJan 26 · 4 min read

How Transformer Text Models Are Revolutionizing NLP Technology

Comparison of Transformer Variants for Text Classification Text classification is one of the most widely used tasks in natural language processing (NLP), powering applications such as sentiment analysis, spam detection, topic labeling, intent reco...

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NMNastaran Moghadasinastaran.hashnode.devDec 22, 2025 · 5 min read

How AI Knows a Cat Is Like a Dog: An Intuitive Guide to Word Embeddings

Have you ever wondered how a computer knows that a cat is more like a dog than a car? To a machine, words are just strings of characters or arbitrary ID numbers. But in the world of Natural Language Processing, we’ve found a way to give words a home ...

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MMMohamad Mahmoodreadinglist.hashnode.devDec 14, 2025 · 2 min read

Free Hands-On Ebook Outlines: Applied Transformers — From BERT Basics to Advanced Embeddings

Inthe rapidly evolving landscape of Natural Language Processing (NLP), Transformers have emerged as a foundational architecture that revolutionizes how we approach language understanding and generation. This comprehensive guide delves into the intric...

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ASAbdullah Syedaliragbuilder.hashnode.devNov 24, 2025 · 9 min read

Monitoring & Evaluation in RAG: Measuring What Matters

When you're building RAG (Retrieval-Augmented Generation) systems, you can't just hope they work well—you need to measure how well they're performing. Think of it like a health checkup for your AI system. In this post, we'll explore the two critical ...

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CSCode Skycodesky.cloudhero.inNov 6, 2025 · 5 min read

“Attention Is All You Need” — How AI Learned to Understand Us

It was late evening.Riya sat in front of her laptop, staring at lines of text and code.Her model — a simple RNN — had just failed again. She sighed. “Why can’t you understand that ‘it’ refers to ‘the animal’ and not ‘the street’?” Her model didn’t ...

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CSCode Skycodesky.cloudhero.inNov 6, 2025 · 4 min read

The Curious Mind of AI: How Attention and Bias Shape Its Thinking

Imagine a child learning to read.At first, they look at every word on the page — slowly, carefully, sometimes losing the meaning of the whole sentence. But as they grow, they start to focus on the right words, understand tone, context, and emotion. T...

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Trending tags this week

BERT, Dense Passage Retrieval, and how RAG was invented

BERT in its Elements

I Bought an RTX 5070 Ti Because My 1-Year-Old Asked Me To

Introduction to BERT (Bidirectional Encoder Representations from Transformers)

How Transformer Text Models Are Revolutionizing NLP Technology

How AI Knows a Cat Is Like a Dog: An Intuitive Guide to Word Embeddings

Free Hands-On Ebook Outlines: Applied Transformers — From BERT Basics to Advanced Embeddings

Monitoring & Evaluation in RAG: Measuring What Matters

“Attention Is All You Need” — How AI Learned to Understand Us

The Curious Mind of AI: How Attention and Bias Shape Its Thinking