Dataset Workshop
Practical run logs, evaluation methods, build reports, and postmortems from LoRADock contributors.
Dataset Workshop
5 articlesCleaning Product Catalog Data Without Losing Rare Attributes
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for cleaning product catalog data without losing rare attributes.
Building a Useful Image Dataset from Inconsistent Studio Photos
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for building a useful image dataset from inconsistent studio photos.
How I Detect Duplicate Samples Before Training
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for how i detect duplicate samples before training.
Converting Customer Conversations into Safe Training Examples
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for converting customer conversations into safe training examples.
A Practical JSONL Schema for Multi-Turn Instruction Tuning
A practical LoRADock community note on inputs, validation, tradeoffs, and release decisions for a practical jsonl schema for multi-turn instruction tuning.