| 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' |
|
|
