Orbit Support Drafter (SFT)
The Drafter agent of a LangGraph multi-agent support system for the fictional shop Orbit
Electronics. Base model HuggingFaceTB/SmolLM2-360M-Instruct, LoRA-fine-tuned and merged. Stage: sft
(sft = supervised on the response simulator; dpo = then aligned with human and critic
preferences via Direct Preference Optimisation).
Evaluation (held-out simulated tickets, full multi-agent graph)
| stage | temperature | first-draft approval | resolved | avg drafts |
|---|---|---|---|---|
| base | 0 | 0 | 0 | 3 |
| sft | 0 | 0.619 | 0.619 | 1.762 |
| sft | 0.7 | 0.476 | 0.524 | 2 |
Knowledge-base fingerprint: 034b279610ce. Demo model trained on synthetic data; it only
knows the toy policies of Orbit Electronics.