{ "architecture": "latent-mmdit", "objective": "rectified-flow", "dit": { "dim": 512, "depth": 16, "heads": 8, "patch": 2, "latent_ch": 4, "latent_size": 32, "mlp_hidden": 1408, "t5_len": 32 }, "vae": "madebyollin/sdxl-vae-fp16-fix", "text_encoders": { "joint_stream": "google/flan-t5-base", "global_conditioning": "openai/clip-vit-base-patch32" }, "max_tokens": { "t5": 32, "clip": 40 }, "trainable_parameters": 155090448, "total_parameters_incl_frozen": 411538807, "sampling": { "steps": 50, "cfg": 3.0 }, "training": { "steps": 150000, "batch": 192, "dataset": "undefined443/cc12m-wds-coco-recaptioned, 2986571 images", "final_val_loss": 0.7982857534661889 }, "eval": { "fid": 23.62, "clip_score": 30.43, "cfg_sweep": [ {"cfg": 2.0, "fid": 25.65, "clip_score": 29.65}, {"cfg": 3.0, "fid": 23.62, "clip_score": 30.43}, {"cfg": 4.0, "fid": 23.77, "clip_score": 30.81}, {"cfg": 5.0, "fid": 24.42, "clip_score": 31.06}, {"cfg": 6.0, "fid": 25.10, "clip_score": 31.12}, {"cfg": 7.0, "fid": 26.26, "clip_score": 31.16}, {"cfg": 8.0, "fid": 26.87, "clip_score": 31.17} ], "n": 5000, "dataset": "MS-COCO val2014, 256 center crop", "protocol": "torchmetrics FrechetInceptionDistance + CLIPScore (openai/clip-vit-base-patch32)" } }