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moss_image: MOSS-Image-Base's transformer as a native Metal denoiser family #1456

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@BobClawblaw

MOSS-Image-Base (OpenMOSS, Apache 2.0) is a text-to-image model: a 5B flow-matching joint transformer, a Qwen3.5 prompt encoder and FLUX.2's small image decoder.

This issue tracks its transformer as a native Metal denoiser family, moss_image. It is the same kind of component as Qwen-Image's (#948): the released bf16 checkpoint as published, its kernels in the family folder and registered with the kernel contract, and a tf-moss-image test tool that checks each step against the publisher's own pipeline_moss_image.py.

Out of scope here: a native prompt encoder and decoder (the case tool runs them in torch for now), and serving.

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  1. BobClawblaw commented on Oct 27, 2026

    @BobClawblaw
    ContributorAuthor

    /atc claim

  2. ashhart commented on Oct 28, 2026

    @ashhart
    Owner

    Fixed on main by #1457 (2551c57): MOSS-Image-Base's transformer now runs as the native Metal denoiser family moss_image, and it ships in 1.1.8. Thanks @BobClawblaw. The prompt encoder and the image decoder go on in #1459 and #1504.

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