Bailian fine-tuning pipeline (bl dataset / bl finetune / bl deploy)

CRITICAL — Before executing, MUST read the shared protocol in ../bailian-protocol/SKILL.md: Version & updates (pre-flight checklist), Call attribution (every Agent bl command), Setup & auth, and CLI errors: report an issue. Command details are authoritative in reference/ (dataset / finetune / deploy) and bl <command> --help — do not guess flags. Examples in reference/ stay bare; wrap with Call attribution when running. The whole pipeline requires an API key. If that protocol file is missing, stop and run bl skill init; do not guess auth/consent.

Call attribution: Examples below and in reference/ stay bare bl …. When running a command, wrap it with bailian-protocol → Call attribution (bash or PowerShell). One sample for this skill (BAILIAN_SKILL_NAME=bailian-finetune; replace codex with this host). After deploy, bl text chat is owned by bailian-cli.

BAILIAN_CALLER_TYPE=agent BAILIAN_CALLER_NAME=codex BAILIAN_SKILL_NAME=bailian-finetune BAILIAN_SKILL_VERSION=2.5.0 bl dataset validate --file train.jsonl

End-to-end workflow (follow in order)