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Grok Bot template · Generative AI and LLMs

Trace To Training Data

Converts graded eval traces into SFT examples and DPO preference pairs.

What it can do

The skills built into this template. Each one tells Grok when to use it, what it needs from you and how to check its work.

  • Convert Graded Trace to SFT Example
  • Convert Expert-Corrected Failure to SFT Example
  • Build DPO Pair from Same-Task Traces
  • Filter Preference Pairs by Judge-Score Delta
  • Apply Step-Level Masking for Multi-Step Traces
  • Run Hygiene Checks on Converted Rows
  • Record Provenance in Dataset Card

The full template

For members

The complete Trace To Training Data template: its identity, every skill step by step, its limits and its first-run questions, ready to paste into a new Grok Bot. Members get it, and every other template here.

Jobs this template suits

Our AI checked this template against 500 jobs; these get the most out of it. Each job links to its learning path.

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