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MiniMaxH3

Struct MiniMaxH3 

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pub struct MiniMaxH3 {
    pub hidden: usize,
    pub heads: usize,
    pub head_dim: usize,
    pub ffn: usize,
    pub latents_dim: usize,
    pub audio_dim: usize,
    pub text_dim: usize,
    pub shift_video: f64,
    pub shift_audio: f64,
    pub cond_aug: f64,
    pub cond_aug_audio: f64,
    /* private fields */
}

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§hidden: usize§heads: usize§head_dim: usize§ffn: usize§latents_dim: usize§audio_dim: usize§text_dim: usize§shift_video: f64§shift_audio: f64§cond_aug: f64

How much of a keyframe latent survives the noise blend, and therefore where its rows sit on the schedule. VISUAL_COND_ TIMESTEP is the reference’s default; 1.0 turns the blend off.

§cond_aug_audio: f64

The same, for a reference soundtrack. The reference’s default is 1.0 — an audio condition is not noised at all.

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impl MiniMaxH3

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pub fn from_cmf(model: &Arc<CmfModel>) -> Result<Self, String>

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pub fn refine_text(&self, states: &[f32], n: usize) -> Vec<f32>

Qwen3-VL states [n, text_dim] → refined text embeds [n, hidden]. Prompt-only, so the caller does this once per generation rather than once per step.

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pub fn forward( &self, layout: &Layout, text: &[f32], video: &[f32], audio: &[f32], sigma_v: f64, cond: &[Vec<f32>], ) -> (Vec<f32>, Vec<f32>)

One denoise evaluation.

video is [latents_dim, latent_t, lat_h, lat_w] and audio is [audio_dim, 2, audio_t], both in the reference’s channel-major order. text is the refined [n, hidden] stream. Returns the two velocities, EACH ON ITS OWN SCHEDULE and unscaled.

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