├── LICENSE ├── MMaDA-Parallel-A ├── app.py ├── examples │ └── image.png ├── generators │ ├── __init__.py │ ├── image_generation_generator.py │ └── parallel_generator.py ├── inference.py ├── model │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-311.pyc │ │ ├── configuration_llada.cpython-311.pyc │ │ ├── modeling_llada.cpython-311.pyc │ │ └── modeling_xllmx_dimoo.cpython-311.pyc │ ├── configuration_llada.py │ ├── modeling_llada.py │ └── modeling_xllmx_dimoo.py └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-311.pyc │ ├── generation_utils.cpython-311.pyc │ ├── image_utils.cpython-311.pyc │ └── prompt_utils.cpython-311.pyc │ ├── generation_utils.py │ ├── image_utils.py │ └── prompt_utils.py ├── MMaDA-Parallel-M ├── inference.py ├── interleave_validation │ ├── image1.jpg │ └── image1.txt ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-311.pyc │ │ ├── clip_encoder.cpython-310.pyc │ │ ├── clip_encoder.cpython-311.pyc │ │ ├── common_modules.cpython-310.pyc │ │ ├── common_modules.cpython-311.pyc │ │ ├── configuration_llada.cpython-310.pyc │ │ ├── configuration_llada.cpython-311.pyc │ │ ├── logging.cpython-310.pyc │ │ ├── logging.cpython-311.pyc │ │ ├── lr_schedulers.cpython-310.pyc │ │ ├── lr_schedulers.cpython-311.pyc │ │ ├── misc.cpython-310.pyc │ │ ├── misc.cpython-311.pyc │ │ ├── modeling_llada.cpython-310.pyc │ │ ├── modeling_llada.cpython-311.pyc │ │ ├── modeling_magvitv2.cpython-310.pyc │ │ ├── modeling_magvitv2.cpython-311.pyc │ │ ├── modeling_mmada.cpython-310.pyc │ │ ├── modeling_mmada.cpython-311.pyc │ │ ├── modeling_showo.cpython-310.pyc │ │ ├── modeling_showo.cpython-311.pyc │ │ ├── modeling_utils.cpython-310.pyc │ │ ├── modeling_utils.cpython-311.pyc │ │ ├── phi.cpython-310.pyc │ │ ├── phi.cpython-311.pyc │ │ ├── sampling.cpython-310.pyc │ │ └── sampling.cpython-311.pyc │ ├── clip_encoder.py │ ├── common_modules.py │ ├── configuration_llada.py │ ├── logging.py │ ├── lr_schedulers.py │ ├── misc.py │ ├── modeling_llada.py │ ├── modeling_magvitv2.py │ ├── modeling_mmada.py │ ├── modeling_utils.py │ ├── phi.py │ ├── sampling.py │ └── training_utils.py └── training │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-311.pyc │ ├── data.cpython-310.pyc │ ├── data.cpython-311.pyc │ ├── data_cot_sft.cpython-311.pyc │ ├── data_lm.cpython-311.pyc │ ├── grpo_trainer.cpython-311.pyc │ ├── imagenet_dataset.cpython-310.pyc │ ├── imagenet_dataset.cpython-311.pyc │ ├── mmada_grpo_trainer.cpython-310.pyc │ ├── mmada_grpo_trainer.cpython-311.pyc │ ├── mmada_grpo_trainer_1_7.cpython-311.pyc │ ├── prompting_utils.cpython-310.pyc │ ├── prompting_utils.cpython-311.pyc │ ├── unigrpo_config.cpython-311.pyc │ ├── unigrpo_trainer.cpython-311.pyc │ ├── utils.cpython-310.pyc │ └── utils.cpython-311.pyc │ ├── data.py │ ├── imagenet_dataset.py │ ├── omni_attention.py │ ├── optimizer.py │ ├── prompting_utils.py │ ├── test │ └── runs │ │ ├── Apr21_02-43-51_di-20250305205341-tmdhw │ │ └── events.out.tfevents.1745203432.di-20250305205341-tmdhw.2320567.0 │ │ ├── Apr21_02-46-10_di-20250305205341-tmdhw │ │ └── events.out.tfevents.1745203571.di-20250305205341-tmdhw.2321170.0 │ │ ├── Apr21_02-56-40_di-20250305205341-tmdhw │ │ └── events.out.tfevents.1745204201.di-20250305205341-tmdhw.2321982.0 │ │ ├── Apr21_03-08-37_di-20250305205341-tmdhw │ │ └── events.out.tfevents.1745204933.di-20250305205341-tmdhw.2325776.0 │ │ ├── Apr21_03-18-53_di-20250305205341-tmdhw │ │ └── events.out.tfevents.1745205592.di-20250305205341-tmdhw.2328355.0 │ │ ├── Apr21_04-11-20_di-20250305205341-tmdhw │ │ └── events.out.tfevents.1745208688.di-20250305205341-tmdhw.2334712.0 │ │ └── Apr21_04-46-12_di-20250305205341-tmdhw │ │ └── events.out.tfevents.1745210830.di-20250305205341-tmdhw.2336790.0 │ ├── train_interleave.py │ └── utils.py ├── README.md ├── assets ├── demo.gif ├── lumina_01.png ├── mainresults.png ├── method.png └── parallel.gif 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