| job: extension | |
| config: | |
| name: flux_lora | |
| process: | |
| - type: sd_trainer | |
| training_folder: output | |
| performance_log_every: 1000 | |
| device: cuda:0 | |
| network: | |
| type: lora | |
| rank: 32 | |
| linear: 32 | |
| linear_alpha: 64 | |
| save: | |
| dtype: bf16 | |
| save_every: 1000 | |
| max_step_saves_to_keep: 2 | |
| 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: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| train: | |
| batch_size: 16 | |
| steps: 28505 | |
| gradient_accumulation_steps: 2 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: true | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| lr: 0.0001 | |
| skip_first_sample: true | |
| disable_sampling: true | |
| ema_config: | |
| use_ema: true | |
| ema_decay: 0.99 | |
| dtype: bf16 | |
| model: | |
| name_or_path: black-forest-labs/FLUX.1-dev | |
| is_flux: 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: 20 | |
| meta: | |
| name: flux_lora | |
| version: '1.0' | |