SOUP API Reference — SOUP Documentation

CONSTRUCTOR

PYTHON

SOUP(
    dim=512,
    width=1116,
    depth=2,
    mixer="esa",
    ffn="saffn",
    mixer_config=None,
    ffn_config=None,
    backend="auto",
    precision="fp16",
    memory_dim=128,
    fusion_hidden=768,
)

soup(...)is the lowercase constructor helper.

MAIN METHODS

`model(x)`	Full forward pass.
`set_backend(backend)`	Apply the public backend policy through the model.
`element_backends()`	Inspect backend state for individual components.
`resolved_backend()`	Inspect the model-level resolved backend view.
`validate(x)`	Validate tensor/configuration contracts outside the hot path.
`prepare_generation(fast=True)`	Prepare the optimized recurrent generation plan where compatible.
`clear_generation_plan()`	Clear the prepared generation plan.
`prefill(x)`	Return prompt output and cache.
`decode_step(x, cache)`	Advance one recurrent generation step.
`parameter_count`	Property returning the model parameter count.

LIFECYCLE

SOUP uses the common MLBricks model lifecycle. Usemlbricks.save,load,inspect,predict,compileand related package-level helpers rather than architecture-specific persistence APIs.

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