vllm_omni.diffusion.models.magi2 ¶

SandAI MAGI-2 Preview diffusion support.

Modules:

Name	Description
`attention`	Native MAGI-2 packed attention with sinks and Ulysses exchange.
`audio_decoder`	Native Stable Audio Open decoder used by MAGI-2.
`conditioning`	Native MAGI-2 prompt conditioning.
`configuration_magi2`	Native configuration for the released MAGI-2 Preview checkpoint.
`layers`	Checkpoint-compatible native layers for MAGI-2 Preview.
`mh_moe`	Native multi-head MoE used by MAGI-2 Preview.
`modeling_magi2`	Native MAGI-2 Preview diffusion transformer.
`parallel`	Distributed primitives for the native MAGI-2 preview transformer.
`pipeline_magi2`	Native vLLM-Omni pipeline for `sand-ai/MAGI-2-preview`.
`preview_data_proxy`	Native packing helpers for the MAGI-2 Preview transformer.
`sampler_magi2`	Native MAGI-2 Preview classifier-free-guidance sampling.
`turbo_vae`	Native decoder for the TurboVAED checkpoint shipped with MAGI-2.