Layer Reference Sets
Overview
A reference set is a named group of files plus a training category. Trained, it produces a LoRA that
later runs apply by id, turning an art direction into a parameter instead of a prompt-engineering
exercise every time.
The mechanics (upload,
create_reference_set
,
estimate_training_price
,
start_training
,
get_training_status
,
get_trained_model
, and the five categories) are covered by Layer's published
layer-train-custom-style
skill, over both REST and MCP. This skill covers the decisions that
determine whether the trained result is any good.
If a sibling skill named here is missing from your available skills, ask the user to install it
(
npx skills add layerai/skills --skill
layer-reference-sets
安装
npx skills add https://github.com/layerai/skills --skill layer-reference-sets