anuja gadde

@AnujaGadde

Breaking Down Data Science & ML Simply

Joined December 2025

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anuja gadde's blogs

Building a Small Language Modelbuilding-a-small-language-model.hashnode.dev2 posts

Character-Level Language Modelcharacter-level-language-model.hashnode.dev1 post

Teaching Machines the Soul of Languageteaching-machines-the-soul-of-language.hashnode.dev1 post

Subword Tokenizationsubword-tokenization.hashnode.dev1 post

Numbers to Meaningnumbers-to-meaning.hashnode.dev1 post

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Recently published

AGanuja gaddenumbers-to-meaning.hashnode.devJan 24 · 4 min read

From Numbers to Meaning: How Embeddings Shape Language Und

Have you ever wondered why a language model can tell that “king” and “queen” are related, or that “apple” and “banana” belong to the same category? At first glance, these connections seem obvious — but under the hood, language models don’t “know” any...

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AGanuja gaddesubword-tokenization.hashnode.devJan 17 · 4 min read

Subword Tokenization

Why ChatGPT Can Understand “rizz” But Your Model Can’t Anuja Gadde 4 min read·Just now The hidden reason language models either break or thrive — and it’s not what you think. Last week, I wrote about preprocessing — cleaning HTML, handling emojis,...

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AGanuja gaddebuilding-a-small-language-model.hashnode.devJan 17 · 4 min read

Subword Tokenization

Why ChatGPT Can Understand “rizz” But Your Model Can’t Anuja Gadde 4 min read·Just now The hidden reason language models either break or thrive — and it’s not what you think. Last week, I wrote about preprocessing — cleaning HTML, handling emojis,...

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AGanuja gaddeteaching-machines-the-soul-of-language.hashnode.devJan 10 · 5 min read

Teaching Machines the Soul of Your Language

A few days ago, I published a blog about completing a Google DeepMind challenge lab on Arabic character-level language models. It was all about tokenization, n-grams, and getting sequences aligned correctly for transformer training. The thing is, I g...

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AGanuja gaddecharacter-level-language-model.hashnode.devDec 26, 2025 · 4 min read

Building a Character-Level Language Model for Arabic

Lessons From a Google DeepMind Challenge Lab After publishing my earlier blog on training small language models, I wanted to validate whether I could apply those concepts without guided instructions. That opportunity came through a Google DeepMind ch...

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anuja gadde

About

Available for

anuja gadde's blogs

Recently published

From Numbers to Meaning: How Embeddings Shape Language Und

Subword Tokenization

Subword Tokenization

Teaching Machines the Soul of Your Language

Building a Character-Level Language Model for Arabic

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anuja gadde

About

Available for

anuja gadde's blogs

Recently published

From Numbers to Meaning: How Embeddings Shape Language Und

Subword Tokenization

Subword Tokenization

Teaching Machines the Soul of Your Language

Building a Character-Level Language Model for Arabic