{ "architectures": [ "JoliaModel" ], "atlas_config": { "modalities": { "abdomen_ct": { "image_size": [ 192, 192, 192 ], "in_chans": 11, "local2global": [ 4, 4, 4 ], "merge_ratio": [ 4, 4, 4 ], "num_features": 96, "patch_size": [ 6, 6, 6 ] } }, "model": { "atlas_args": { "attn_drop": 0.0, "dim": 192, "drop": 0.0, "drop_path": 0.3, "mlp_ratio": 4.0, "num_heads": 6, "qkv_bias": true }, "stages": [ 2, 2, 8 ] } }, "auto_map": { "AutoConfig": "configuration_jolia.JoliaConfig", "AutoModel": "modeling_jolia.JoliaModel" }, "dtype": "float32", "embed_dim": 576, "model_type": "jolia", "multiscale_feats": true, "num_heads": 1, "num_organs": 200, "num_scales": 3, "organ_slot_names": [ "abdominal_cavity", "abdominal_wall", "adrenal_glands", "anus", "aorta", "appendix", "atrial_appendage", "biliary", "bladder", "bone", "brachiocephalic_trunk", "brachiocephalic_vein", "brain", "breast", "chest", "chest_soft_tissue", "chest_soft_tissue_solid_mass", "chest_soft_tissues", "chest_wall", "clavicles", "colon", "common_carotid_artery", "device", "diaphragm", "duodenum", "epididymis", "esophagus", "fallopian_tube", "femurs", "gallbladder", "gastrointestinal_tract", "gonadal_vein", "heart", "hepatic_artery", "hepatic_vein", "hernia", "hip", "iliac_artery", "iliac_vein", "inferior_mesenteric_artery", "inferior_mesenteric_vein", "inferior_vena_cava", "inguinal_hernia", "joint", "kidneys", "large_bowel", "liver", "lungs", "lymph_nodes", "mediastinum", "mesenteric", "muscle", "orbit", "ovarian_artery", "ovarian_vein", "ovaries", "pancreas", "pelvis", "penis", "pericardium", "peritoneum", "pleura", "portal_artery", "portal_vein", "postsurgical_changes", "prostate", "pulmonary_artery", "pulmonary_vein", "rectum", "renal_artery", "renal_vein", "retroperitoneum", "ribs", "sacrum", "scapulae", "scrotum", "seminal_vesicle", "sinus", "skin", "skull", "small_bowel", "soft_tissues", "spinal_cord", "spine", "spleen", "splenic_artery", "splenic_vein", "sternum", "stomach", "subclavian_artery", "subclavian_vein", "superior_mesenteric_artery", "superior_mesenteric_vein", "superior_vena_cava", "testis", "thyroid", "total_organs", "trachea", "ureter", "urinary", "uterus", "vagina" ], "patch_embed_dim": 192, "text_context_length": 512, "text_embed_dim": 4096, "text_encoder_id": "Qwen/Qwen3-Embedding-8B", "transformers_version": "5.3.0", "use_cls_residual": false }