Step 1: TheoryCourse / Tutorial
Byte Pair Encoding Tokenization
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
BPE Tokenization From Scratch
Solve the challenges and apply your knowledge interactively.
Hard30 min estimated study
Overview
Construct subword dictionaries based on iterative frequency evaluations.
Learning Objectives
- Find frequent character merges
- Build subword vocabularies
Prerequisites
Item #60RNN Cell Forward Pass
LockedTracking Control
Completion Reward+300 XP
Study Checklist
Studied theory resource
Completed practice exercise