├── LICENSE ├── README.md ├── assets ├── framework.png ├── radar_fid.png ├── results_star.jpg ├── scatter.png └── visual_sota.jpg ├── configs ├── config_d16_ab.json ├── config_d16_ab_cross_256.json ├── config_d16_ab_cross_t5.json ├── config_d16_ab_rope.json ├── config_d30.json ├── config_d30_1024.json ├── config_d30_512.json ├── config_d30_samplev3.json ├── config_d30_samplev3_1024.json ├── config_d30_stage1.json └── config_d30_stage2_256.json ├── dataset ├── __init__.py ├── data.py ├── datasets_new.py ├── datasets_web.py ├── lmdbdict │ ├── __init__.py │ ├── lmdbdict.py │ ├── methods.py │ └── utils.py ├── prompts │ ├── benchmark_test.txt │ ├── benchmark_v3_en.txt │ └── vqa_benchmark.txt ├── requirements_var.txt └── test_fid_coco.py ├── demo_gradio.py ├── dist.py ├── metrics ├── clip_score.py ├── clip_score_mjhq.py ├── compare_models │ ├── dpg_bench.py │ ├── eval_fid.py │ ├── eval_fid_256.py │ ├── eval_fid_ablation_d16.py │ ├── eval_fid_coco.py │ ├── eval_fid_topk.py │ ├── eval_is.py │ ├── eval_time.py │ ├── geneval_bench.py │ ├── image_reward_bench │ │ ├── ours.py │ │ ├── ours_d16.py │ │ ├── pixart-alpha.py │ │ ├── playground_v2.py │ │ ├── sd2-1.py │ │ └── sdxl.py │ ├── mjhq_bench │ │ ├── flux.py │ │ ├── pixart_alpha.py │ │ ├── pixart_sigma.py │ │ ├── playground_v2.py │ │ ├── playground_v2.sh │ │ ├── playground_v2_local.py │ │ ├── sd2-1.py │ │ ├── sd2-1.sh │ │ ├── sdxl.py │ │ └── sdxl_.py │ ├── ours_dxm_benchmark.py │ ├── ours_dxm_benchmark_local.py │ └── select_mjhq_3k.py ├── fid_mjhq.sh ├── refine_caption.py └── show_fid_imgs.py ├── models ├── __init__.py ├── basic_vae.py ├── basic_var.py ├── embed_rope.py ├── helpers.py ├── mask_utils.py ├── quant.py ├── t5_embedder.py ├── text_encoder.py ├── var_drop.py └── vqvae.py ├── requirements.txt ├── sample.py ├── test_pack.py ├── tools ├── adapters.py ├── convert_to_midjourney_format.py ├── datasets │ ├── lmdb_dict │ │ ├── __init__.py │ │ ├── lmdbdict.py │ │ ├── methods.py │ │ └── utils.py │ └── pack │ │ ├── __init__.py 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