Programs Evaluation Grids for Model Outputs
Evaluation Grids for Model Outputs | Hub Core Flow
Evaluation

Evaluation Grids for Model Outputs

Design qualitative grids that score helpfulness, factuality, and style without gaming the numbers.

Mixed async + live calibration 6 weeks · mentor-led reviews BRL 980 informational
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Responsible facilitator

Avatar for Rafael Nogueira

Rafael Nogueira

Evaluator specializing in qualitative scoring for language-heavy tasks.

Program narrative

Move beyond thumbs-up/down. You will craft pairwise tests, calibrate reviewers, and export grids that plug into weekly quality meetings.

Inside the bundle

  • Pairwise comparison scripts
  • Calibration drills for reviewers
  • Heatmaps for disagreement clusters
  • Sampling plans for busy teams
  • Exportable CSV + markdown summaries
  • Facilitation guide for review meetings
  • Live office hours with an evaluator mentor

Artifacts you should exit with

  1. Publish a grid tuned to your risk profile
  2. Run a calibration session with five reviewers
  3. Document when to retire a prompt version

Learner questions

Yes. Labs include a BR-Portuguese track and an English track with separate rubrics.

Notes from participants

The pairwise scripts saved our Tuesday review; disagreements dropped once we used the heatmap from week four.

Camila Duarte · Quality lead · 4/5 · Google

Short version: worth it for the facilitation guide alone. Long version: still building buy-in from designers on the style axis.

Jonas

Next step

No instant checkout—send context through the inbox and we reply with seat options in BRL.

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