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AI Engineering track

Tokenization

BPE, token costs, token budgets and engineering around token boundaries.

6 concepts3 labs
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Concepts

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Work through the concepts in order, or jump to what you need.

1

Tokenization Basics

Concept · Hands-on lab included

2

Byte-Pair Encoding (BPE)

Concept · Hands-on lab included

3

Token Costs & Counting

Concept · Hands-on lab included

4

Token Budgets

Concept · Hands-on lab included

5

WordPiece & SentencePiece

Concept · Hands-on lab included

6

Special Tokens

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

Browse all labs

Estimate Token Counts Like a Model

25 min · beginner · Tokenization Basics

A Tiny Byte-Pair Encoder

30 min · intermediate · Byte-Pair Encoding (BPE)

Token-Count Every Major Slot

30 min · beginner · Special Tokens

Continue

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DevOpsForge - AI Engineering · Tokenization
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