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* OmniGen model.py * update OmniGenTransformerModel * omnigen pipeline * omnigen pipeline * update omnigen_pipeline * test case for omnigen * update omnigenpipeline * update docs * update docs * offload_transformer * enable_transformer_block_cpu_offload * update docs * reformat * reformat * reformat * update docs * update docs * make style * make style * Update docs/source/en/api/models/omnigen_transformer.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/using-diffusers/omnigen.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/using-diffusers/omnigen.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update docs * revert changes to examples/ * update OmniGen2DModel * make style * update test cases * Update docs/source/en/api/pipelines/omnigen.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/using-diffusers/omnigen.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/using-diffusers/omnigen.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/using-diffusers/omnigen.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/using-diffusers/omnigen.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/using-diffusers/omnigen.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update docs * typo * Update src/diffusers/models/embeddings.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/models/attention.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/models/transformers/transformer_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/models/transformers/transformer_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/models/transformers/transformer_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/omnigen/pipeline_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/omnigen/pipeline_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/omnigen/pipeline_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update tests/pipelines/omnigen/test_pipeline_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update tests/pipelines/omnigen/test_pipeline_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/omnigen/pipeline_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/omnigen/pipeline_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/omnigen/pipeline_omnigen.py Co-authored-by: hlky <hlky@hlky.ac> * consistent attention processor * updata * update * check_inputs * make style * update testpipeline * update testpipeline * refactor omnigen * more updates * apply review suggestion --------- Co-authored-by: shitao <2906698981@qq.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> Co-authored-by: hlky <hlky@hlky.ac>