Paths/MLOps Engineer/Data Quality & Labeling / Labeling & Ground Truth
Write Labeling Guidelines
Label quality caps model quality. Write the guidelines a new annotator can follow without asking anyone a question.
Validator
⏱ 0:00
IDLE — checks run live as you type commands; submit when done
01Requirements
live checks- Directory ~/data/labels exists○
- File ~/data/labels/guidelines.md exists○
- The guidelines define the label set and each label○
- The guidelines cover tie-breakers and the agreement target○
02Walkthrough
1 of 6 revealed- 01
Create the labels directory
Guidelines live with the data they describe.
mkdir -p ~/data/labels - 5 locked · each failed submit reveals one
03Stuck?
0 of 3 revealedTake a hint without losing the lab — each one points at the thing to look at, not at the answer.
04AI Tutor
guides, never solvesTell me what you're stuck on — I'll nudge, not solve. Which requirement are you looking at?
04Notebook
saved locally in this browserlearner@lab — ubuntu:24.04
Session is disposable
↑/↓ recalls commands · Ctrl+Enter submits · type help for the command list