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Add support to Lumina-Image 2.0 #10639

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Description

@zhuole1025

Model/Pipeline/Scheduler description

Lumina-Image 2.0 is the latest model in the Lumina family and will be released very soon (https://huggingface.co/Alpha-VLLM/Lumina-Image-2.0). It is a 2-B parameter Diffusion Transformer that significantly improves instruction-following and generates higher-quality, more diverse images. Our paper will be released soon, and we have finished the diffuser pipeline for Lumina-Image 2.0.

Open source status

  • The model implementation is available.
  • The model weights are available (Only relevant if addition is not a scheduler).

Provide useful links for the implementation

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  1. a-r-r-o-w commented on Jan 24, 2025

    @a-r-r-o-w
    Contributor

    @zhuole1025 This looks great! As you mention that the diffusers adaptation is complete, I wonder if you, or someone from your team, would like to open a PR adding support for it. We can then iterate together on finishing docs/tests and other things required for integration

  2. nitinmukesh commented on Jan 29, 2025

    @nitinmukesh

    @zhuole1025
    Please if possible add bf16 variants in the repo.

  3. a-r-r-o-w commented on Feb 16, 2025

    @a-r-r-o-w
    Contributor

    Support added in #10642. Thanks for the PR @zhuole1025!

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