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Chapter 3

Show thinking, tokens, and errors

Turn model internals into states a desktop application can display.

Source baseline: Pi v0.83.0 · commit 845d6ff

English chapter in preparation

This page provides the reviewed English title and learning objective. The complete English body is being translated from the source-verified Chinese edition.

What you will learn: Turn model internals into states a desktop application can display.

Read the complete Chinese chapter, or start with the fully translated Pi 0.83 upgrade guide.