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Deepmatics!

Exploring AI and a few other interests.

Ranking retrieval success in high-density latent space

Ranking retrieval success in high-density latent space

For a good retriever, the first principles like indexing and fetching remain constant, however building an enterprise grade vector space...

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A Guide to LLM Architecture: From First Principles to Modern Efficiency

A Guide to LLM Architecture: From First Principles to Modern Efficiency

A deep, technical dive into the architectural evolution of decoder-based language models.

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Google Releases Gemma 3!

Google Releases Gemma 3!

Gemma 3 comes in a range of sizes (1B, 4B, 12B and 27B).

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Prompt Engineering Guide

Prompt Engineering Guide

This series (WIP) is a guide to effective prompting!

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