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Daniel Warfield

10.3K followers

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Intuitively and Exhaustively Explained

LoRA — Intuitively and Exhaustively Explained

Exploring the modern wave of machine learning: cutting edge fine tuning

Nov 7, 2023

LoRA — Intuitively and Exhaustively Explained

Nov 7, 2023

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Intuitively and Exhaustively Explained

CUDA for AI — Intuitively and Exhaustively Explained

Parallelized AI from scratch in CUDA

Jun 14, 2024

CUDA for AI — Intuitively and Exhaustively Explained

Jun 14, 2024

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Intuitively and Exhaustively Explained

LLM Agents — Intuitively and Exhaustively Explained

Empowering Language Models to Reason and Act

Jan 5, 2024

LLM Agents — Intuitively and Exhaustively Explained

Jan 5, 2024

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Intuitively and Exhaustively Explained

GPT — Intuitively and Exhaustively Explained

Exploring the architecture of OpenAI’s Generative Pre-trained Transformers.

Dec 1, 2023

GPT — Intuitively and Exhaustively Explained

Dec 1, 2023

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Intuitively and Exhaustively Explained

Transformers — Intuitively and Exhaustively Explained

Exploring the modern wave of machine learning: taking apart the transformer step by step

Sep 20, 2023

Transformers — Intuitively and Exhaustively Explained

Sep 20, 2023

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Intuitively and Exhaustively Explained

Disentangled Variational Autoencoders — Intuitively and Exhaustively Explained

Using AI to Organize Complexity

Jun 2

Disentangled Variational Autoencoders — Intuitively and Exhaustively Explained

Jun 2

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Intuitively and Exhaustively Explained

Predicting The Pope — Intuitively and Exhaustively Explained

How researchers predicted who the new pope would be

May 25

Predicting The Pope — Intuitively and Exhaustively Explained

May 25

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Data Science Collective

KV Caching — By Hand

Doing Context Augmented Generation by hand

May 18

KV Caching — By Hand

May 18

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Data Science Collective

Cache Augmented Generation — Intuitively and Exhaustively Explained

A new way to inject context into LLMs

May 6

Cache Augmented Generation — Intuitively and Exhaustively Explained

May 6

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Intuitively and Exhaustively Explained

Graph Convolution — By Hand

Hand Computing A Fundamental Graph ML Approach

Apr 21

Graph Convolution — By Hand

Apr 21

Daniel Warfield

Daniel Warfield

10.3K followers

Friend of Medium

Data scientist and educator, teaching machine learning Intuitively and Exhaustively:https://iaee.substack.com/ Contact: https://danielwarfield.dev/

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