clika_runtime.nn

clika_runtime.nn: build models as module trees.

Compose layers by attribute assignment inside a :class:Module subclass, define forward, and call the module like a function; state_dict / load_state_dict move checkpoints by dotted names, to places the tree, and print(module) shows it. Stateless operations (activations, losses, padding, attention) live in :mod:clika_runtime.nn.functional.

The layer set covers both weight postures: dense (:class:Linear, :class:Conv, :class:ConvTranspose, :class:Embedding, :class:LayerNorm, :class:RMSNorm, :class:MoE) and quantized (:class:QLinear, :class:QLinearWoQ, :class:QConv, :class:QConvWoQ, :class:QMoEWoQ); :class:Embedding serves a quantized table through the same class. :class:KVCache is the serving-side key/value cache with its configuration vocabulary.

Name	Kind
Conv	class
ConvTranspose	class
Embedding	class
KVBlockScheme	class
KVCache	class
KVCacheConfig	class
KVCacheMode	class
KVLayerSpec	class
KVQuantSpec	class
LayerNorm	class
Linear	class
LoadResult	class
MoE	class
Module	class
ModuleList	class
PagedParams	class
Parameter	class
QConv	class
QConvWoQ	class
QLinear	class
QLinearWoQ	class
QMoEWoQ	class
RMSNorm	class
Sequential	class
StepIndices	class
WeightResidency	class