Struct Glm5NextTextSkeleton 

pub struct Glm5NextTextSkeleton {
    pub hidden_size: usize,
    pub hc_mult: usize,
    pub layers: Vec<SkeletonLayer>,
    pub mtp: Option<SkeletonLayer>,
}

Fields

hidden_size: usize

hc_mult: usize

layers: Vec<SkeletonLayer>

2026-09-25: Text stack, indices 0..num_hidden_layers. Never includes the MTP layer.

mtp: Option<SkeletonLayer>

2026-09-25: The MTP layer, index num_hidden_layers. Held apart from layers so a loop over layers covers only the text stack.

Implementations

impl Glm5NextTextSkeleton

pub fn from_config(cfg: &ModelConfig) -> Result<Self>

2026-09-25: Derive the topology from a parsed config. Every kind is read, never defaulted. Errors on a model_type other than glm5_next, a layer_types length other than num_hidden_layers, hc_mult == 0, a layer type other than linear or sparse attention, and more than one MTP layer.

pub fn all_layers(&self) -> Vec<SkeletonLayer>

2026-09-25: Text stack plus the MTP layer, in checkpoint index order.

pub fn structural_tensors(&self, l: &SkeletonLayer) -> Vec<String>

2026-09-25: The structural (non-MLP, non-MoE) tensors this layer needs, fully qualified.

pub fn structural_tensor_set(&self) -> BTreeSet<String>

2026-09-25: Every structural tensor the whole skeleton needs, including the non-layer ones.

pub fn residual_plan(&self, l: &SkeletonLayer) -> Vec<ResidualStep>

2026-09-25: The residual/norm/mHC wiring for one layer, in execution order.

A layer without a hyper-connection (the MTP layer) gets the ordinary x = x + sublayer(norm(x)) shape, with no mHC steps.

pub fn final_plan(&self) -> [FinalStep; 3]

2026-09-25: What runs after the last text layer.

pub fn state_plan(&self) -> BTreeMap<usize, StateKind>

2026-09-25: Per-layer state kind, for every layer including the MTP layer.

pub fn kda_state_layers(&self) -> Vec<usize>

2026-09-25: Layers whose recurrent state is carried between steps.

pub fn kv_cache_layers(&self) -> Vec<usize>

2026-09-25: Layers that consume paged KV blocks, the MTP layer included.

pub fn state_budget(&self, cfg: &ModelConfig, num_spec: usize) -> StateBudget

2026-09-25: The per-sequence state budget, from cfg’s geometry. kda_recurrent is sized at 4 bytes (fp32) per element.

pub fn account(&self, available: &BTreeSet<String>) -> StructuralAccounting

2026-09-25: Account the skeleton’s structural contract against a checkpoint’s tensor names.

available is the full name list. A required name that is absent goes to missing. Any other name goes to deferred when it contains .mlp. or starts with model.visual./model.vision, and to unexpected otherwise.

Trait Implementations

impl Clone for Glm5NextTextSkeleton

fn clone(&self) -> Glm5NextTextSkeleton

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Glm5NextTextSkeleton

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.