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Custom Tokenizers and Preprocessing Pipelines

Topics Covered

Level :

Expert

Custom tokenization, preprocessing optimization, LLM integration

Course Summary

Create and integrate efficient preprocessing workflows tailored to your models.

Course Description

Develop custom tokenizers and preprocessing pipelines optimized for LLMs. Learn to clean, convert, and structure large datasets to meet real-world constraints.

Learning Modules

Module 1: Tokenization Theory: Explore vocabularies, token types, and BPE.
Module 2: Pipeline Engineering: Build scalable and reusable preprocessing stages.
Module 3: Model Integration: Plug tokenizers into modern LLMs effectively.

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