Documentation Index
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Large Language Models

Overview

NLP Foundations

NLP Pipelines
Text Tokenization
Word2Vec Embeddings
Word2Vec from Scratch
Word2Vec TensorFlow Tutorial

Recurrent Neural Networks

RNN Introduction
Simple RNN
LSTM
Time Series with Simple RNN and LSTM

Language Models

Language Models
RNN Language Models
Simple RNN Language Model

Neural Machine Translation

NMT Introduction
RNN Attention
NMT Metrics

Transformers

Transformers
Single-Head Attention
Attention scaling
Multi-Head Attention
Multilayer Perceptron (MLP)
GPT from scratch
LLM Inference

LLM SFT Lab

Qwen3-0.6B SFT
DRAFT

NLP Foundations

Word2Vec from Scratch

A self-contained Word2Vec implementation in Python and NumPy

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Word2Vec Embeddings

Word2Vec TensorFlow Tutorial

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