mlx-bun library API
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    The quantized head pieces the kernel needs (packed weight + per-group affine scale/bias + bits/group_size). Mirrors HeadQuant in loss.ts.

    interface FlashCceHead {
        biases: MlxArray;
        bits: number;
        groupSize: number;
        scales: MlxArray;
        softcap: number | null;
        w: MlxArray;
    }
    Index
    biases: MlxArray
    bits: number
    groupSize: number
    scales: MlxArray
    softcap: number | null