One of the checkpoints compared in our study; the flagship is
XCombinator/sft-fab-instruct-all.
Unified JSON format: a system prompt (task + output schema) + a numbered user sequence → one JSON
answer (
{"reasoning": "...", "steps": [...]} for next-step/completion;
{"reasoning": "...", "valid": bool, "rule": "RULE_..."|null} for anomaly). Build the exact messages with
zo_train.prompts.build_messages from the
project repo, then apply the tokenizer chat
template. See the flagship model card for a full
from_pretrained snippet.