| job: extension |
| config: |
| name: kontext_remove |
| process: |
| - type: sd_trainer |
| training_folder: output |
| device: cuda:0 |
| network: |
| type: lora |
| linear: 16 |
| linear_alpha: 16 |
| save: |
| dtype: float16 |
| save_every: 250 |
| max_step_saves_to_keep: 4 |
| push_to_hub: false |
| datasets: |
| - folder_path: datasets/kontext_training/images |
| control_path: datasets/kontext_training/controls |
| caption_ext: txt |
| caption_dropout_rate: 0.05 |
| shuffle_tokens: false |
| cache_latents_to_disk: true |
| resolution: |
| - 512 |
| - 768 |
| - 1024 |
| train: |
| batch_size: 1 |
| steps: 4000 |
| gradient_accumulation_steps: 1 |
| train_unet: true |
| train_text_encoder: false |
| gradient_checkpointing: true |
| noise_scheduler: flowmatch |
| optimizer: adamw8bit |
| lr: 0.0001 |
| timestep_type: weighted |
| dtype: bf16 |
| model: |
| name_or_path: models/FLUX.1-Kontext-dev |
| arch: flux_kontext |
| quantize: true |
| sample: |
| sampler: flowmatch |
| sample_every: 250 |
| width: 1024 |
| height: 1024 |
| prompts: |
| - Remove red SUV with luggage on roof rack. Vast, flat, white salt flat landscape |
| under a clear blue sky with distant mountains on the horizon. --ctrl_img |
| datasets/kontext_training/controls/object_removal_01.png |
| - Remove blurry background. A laptop keyboard is visible at the top of the frame, |
| with a Samsung 1TB NVMe SSD lying on a light brown surface below it. --ctrl_img |
| datasets/kontext_training/controls/object_removal_02.png |
| - Remove snowflake. A window frame is visible on the left and right sides of |
| a dark interior space, with bright light coming from outside the window. --ctrl_img |
| datasets/kontext_training/controls/object_removal_03.png |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 4 |
| sample_steps: 20 |
| meta: |
| name: kontext_remove |
| version: '1.0' |
|
|
