Recorded inference from the same Llama 3.2 3B Instruct revision. Select a test case to compare original, DPO + QLoRA, bottleneck adapters, and learned soft prompts. These are actual generated outputs, not a live chatbot.
Menu context supplied to every modelReference answer (human review aid)