Individual skill

training-data-pipeline

Build training datasets for LLM specialization from production data, frontier model distillation, and synthetic bootstrapping. Use when formatting production logs into SFT data, distilling from frontier APIs, or preparing data for fine-tuning. Covers JSONL formatting, data quality validation, deduplication, and train/eval splitting.

backend/cli/skills/ml-training/training-data-pipeline/SKILL.md

Source commit a08e0ad0ad3d6448123039ee4659163eb2e35d99

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Network or broad shell

Last checked

Nov 2, 2026

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