mlx-bun library API
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    SftScope: "full" | "response"

    SFT-term scope for ORPO's L_NLL(chosen): "full" = prompt+response token-mean CE (paper/TRL-faithful); "response" = -ℓw (the pre-change behavior). The odds-ratio ℓ terms are response-only in both modes.