Enum MambaVocabNet 

pub enum MambaVocabNet {
    Mamba1(VocabNetwork<Mamba1>),
    Mamba2(VocabNetwork<Mamba2>),
    Mamba3(VocabNetwork<Mamba3>),
}

A runtime-selectable token language model: the same Embedding → Layers → norm_f → LM head shape over any Mamba-x family, chosen at runtime. The vocabulary counterpart of MambaLatentNet.

Variants

Mamba1(VocabNetwork<Mamba1>)

Mamba-1 language model.

Mamba2(VocabNetwork<Mamba2>)

Mamba-2 language model.

Mamba3(VocabNetwork<Mamba3>)

Mamba-3 language model.

Implementations

impl MambaVocabNet

pub fn forward( &self, x: Tensor<2, Int>, caches: Option<MambaCaches>, ssd_path: MambaSsdPath, ) -> (Tensor<3>, MambaCaches)

Full-sequence pass: token IDs [batch, sequence] → logits [batch, sequence, padded_vocab]. The ssd_path/caches family must match the network; a mismatch is a caller error and panics.

pub fn step( &self, x: Tensor<1, Int>, caches: Option<MambaCaches>, layers_own_index: Option<&mut usize>, layer_indices: Option<&mut Vec<usize>>, ) -> (Tensor<2>, MambaCaches)

Single-token step: token IDs [batch] → logits [batch, padded_vocab]. Cache family must match the network. The two inner Layers class cursors (layers_own_index, layer_indices) are forwarded — see VocabNetwork::step.

pub fn step_infinite(&self, x: Tensor<1, Int>) -> Tensor<2>

Stationary fixed point under a constant token (no caches) — see VocabNetwork::step_infinite. Only the Mamba-3 family implements the closed form; the other variants panic.

pub fn step_n_approx( &self, x: Tensor<1, Int>, n: usize, caches: Option<MambaCaches>, ) -> (Tensor<2>, MambaCaches)

Approximate jump of n consecutive constant-token steps — see VocabNetwork::step_n_approx. Cache family must match the network; only the Mamba-3 family implements the closed form (others panic).

Trait Implementations

impl AutodiffModule for MambaVocabNet

fn valid(&self) -> Self

Returns the same module, but on the inner backend without auto-differentiation.

fn from_inner(module: Self) -> Self

Wraps an inner module back into an auto-diff module.

impl Clone for MambaVocabNet

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MambaVocabNet

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

Formats the value using the given formatter.

impl Display for MambaVocabNet

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

Formats the value using the given formatter.

impl Module for MambaVocabNet

type Record = MambaVocabNetRecord

Type to save and load the module.

fn load_record(self, record: Self::Record) -> Self

Load the module state from a record.

fn into_record(self) -> Self::Record

Convert the module into a record containing the state.

fn num_params(&self) -> usize

Get the number of parameters the module has, including all of its sub-modules.

fn visit<Visitor: ModuleVisitor>(&self, visitor: &mut Visitor)

Visit each tensor parameter in the module with a visitor.

fn map<Mapper: ModuleMapper>(self, mapper: &mut Mapper) -> Self

Map each tensor parameter in the module with a mapper.

fn collect_devices(&self, devices: Devices) -> Devices

Return all the devices found in the underneath module tree added to the given vector without duplicates.

fn to_device(self, device: &Device) -> Self

Move the module and all of its sub-modules to the given device.

fn fork(self, device: &Device) -> Self

Fork the module and all of its sub-modules to the given device.

fn devices(&self) -> Vec<Device>

Return all the devices found in the underneath module tree without duplicates.

fn no_grad(self) -> Self

Each tensor in the module tree will not require grad.

fn train(self) -> Self

where Self: AutodiffModule,

Move the module and all of its sub-modules to the autodiff backend.

fn quantize_weights(self, quantizer: &mut Quantizer) -> Self

Quantize the weights of the module.

impl ModuleDisplay for MambaVocabNet

fn format(&self, passed_settings: DisplaySettings) -> String

Formats the module with provided display settings.

fn custom_settings(&self) -> Option<DisplaySettings>

Custom display settings for the module.

fn custom_content(&self, _content: Content) -> Option<Content>

Custom attributes for the module.

impl ModuleDisplayDefault for MambaVocabNet

fn content(&self, content: Content) -> Option<Content>

Attributes of the module used for display purposes.

fn num_params(&self) -> usize

Gets the number of the parameters of the module.