Track 10: Training LLMs, Training Data

Synthetic Data With Guardrails

Generate and filter synthetic examples.

Status: Coming soon IntermediateVideo lessonAbout 13 min Needs a paid tool

Part of Train and Fine-Tune Models (24 of 45)

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Course

Part of the free syllabus, not yet in a certificate course.

Udemy: coming soon

Tools

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In this module

  1. Chat and Instruction Data Formats
  2. Build a 300-1,000 Example Dataset: Clean, Split, Licence-Check
  3. Synthetic Data With Guardrails
  4. Deduplication and Decontamination