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config.yaml

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+job: extension
+config:
+  name: sd3-5_medium_lora
+  process:
+  - type: sd_trainer
+    training_folder: output
+    device: cuda
+    network:
+      type: lora
+      rank: 32
+      linear: 32
+      linear_alpha: 64
+    save:
+      dtype: float16
+      save_every: 1000
+      max_step_saves_to_keep: 1
+      push_to_hub: false
+    datasets:
+    - folder_path: /pvc/MIMIC_ARRANGED/Train
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: false
+      resolution:
+      - 1024
+    train:
+      batch_size: 32
+      steps: 9000
+      gradient_accumulation_steps: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      timestep_type: linear
+      optimizer: adamw8bit
+      lr: 0.0001
+      skip_first_sample: true
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: stabilityai/stable-diffusion-3.5-medium
+      is_v3: true
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 2000
+      width: 1024
+      height: 1024
+      prompts:
+      - Nasogastric tube extends to the mid body of the stomach, before coiling on
+        itself so that the tip lies close to the esophagogastric junction. Cardiac
+        silhouette is within normal limits and there is no vascular congestion, pleural
+        effusion, or acute focal pneumonia.
+      - PA and lateral views of the chest provided. Lung volumes are low with mild
+        bibasilar atelectasis. No convincing signs of pneumonia or edema. No large
+        effusion or pneumothorax is seen. The cardiomediastinal silhouette appears
+        normal. There is no free air below the right hemidiaphragm. Fluid level is
+        noted within the stomach.
+      - PA and lateral views of the chest provided. Lung volumes are low with mild
+        bibasilar atelectasis. No convincing signs of pneumonia or edema. No large
+        effusion or pneumothorax is seen. The cardiomediastinal silhouette appears
+        normal. There is no free air below the right hemidiaphragm. Fluid level is
+        noted within the stomach.
+      - Heart size top-normal. Lungs grossly clear. No pleural abnormality or evidence
+        of central lymph node enlargement.
+      - The right costophrenic angle is not imaged. Otherwise, the lungs are clear.
+        The heart size is upper limits of normal. Enteric tube courses below the level
+        of the diaphragm. There is no pneumothorax.
+      - Single frontal view of the chest. NG tube is coiled in the stomach. Right
+        PICC in lower SVC is unchanged in position. Cardiac size is normal. Mild bibasilar
+        opacities consistent with atelectasis. There is no pneumothorax or pleural
+        effusion.
+      - AP upright and lateral views of the chest provided. Mild basal atelectasis
+        noted. Hilar congestion noted without frank edema. No large effusion or pneumothorax.
+        Heart size is normal. Mediastinal contour is unchanged. Bony structures are
+        intact. No free air below the right hemidiaphragm.
+      - No focal consolidation, pleural effusion, pneumothorax, or pulmonary edema
+        is detected. Heart and mediastinal contours are within normal limits. Aortic
+        arch calcifications are seen.
+      - Lung volumes are slightly low. This accentuates the size of the cardiac silhouette
+        which is likely top normal. Mediastinal and hilar contours are unremarkable.
+        Pulmonary vasculature is normal. No focal consolidation, pleural effusion
+        or pneumothorax is present. There are mild degenerative changes in the thoracic
+        spine.
+      - The lungs are clear without focal consolidation. No pleural effusion or pneumothorax
+        is seen. The cardiac and mediastinal silhouettes are unremarkable.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 25
+meta:
+  name: sd3-5_medium_lora
+  version: '1.0'