| job: extension |
| config: |
| name: kontext_xianxia |
| process: |
| - type: sd_trainer |
| training_folder: output |
| device: cuda:0 |
| network: |
| type: lora |
| linear: 64 |
| linear_alpha: 64 |
| save: |
| dtype: float16 |
| save_every: 250 |
| max_step_saves_to_keep: 20 |
| push_to_hub: false |
| datasets: |
| - folder_path: datasets/xianxia_train/images |
| control_path: datasets/xianxia_train/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: 6000 |
| 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 |
| ema_config: |
| use_ema: true |
| ema_decay: 0.99 |
| dtype: bf16 |
| model: |
| name_or_path: black-forest-labs/FLUX.1-Kontext-dev |
| arch: flux_kontext |
| quantize: true |
| sample: |
| sampler: flowmatch |
| sample_every: 250 |
| width: 1024 |
| height: 1024 |
| prompts: |
| - turn the woman in the picture into a beautiful young woman, wearing a fairy-like |
| long dress with white and light green interwoven, with lightly flowing sleeves, |
| long hair like ink, adorned with delicate hair accessories, and holding a |
| jade staff in an elegant posture. She stands in a fairyland with misty clouds, |
| the atmosphere is beautiful and ethereal, and her eyes are clear and resolute, |
| like a fairy in the fairyland. The overall picture is beautiful and delicate, |
| surrounded by fairy spirit. Keep the facial features unchanged. --ctrl_img |
| datasets/xianxia_train/controls/object_02.png |
| - turn the man in the picture into a handsome young man wearing a white, fairy-style |
| robe with flowing sleeves and exquisite embroidery. His long hair is tied |
| up high like a waterfall, and he holds a long sword in his hand, posing in |
| a chic and majestic posture. The background is a fairyland shrouded in clouds |
| and mist, the light and shadow are dreamy, and the temperament is extraordinary, |
| like a sword immortal descending from the sky. The picture details are exquisite, |
| the texture of the cloth is clear, and it is full of fairy spirit. Keep the |
| facial features unchanged. She stands in a fairyland with misty clouds, the |
| atmosphere is beautiful and ethereal, and her eyes are clear and resolute, |
| like a fairy in the fairyland. The overall picture is beautiful and delicate, |
| surrounded by fairy spirit. Keep the facial features unchanged. --ctrl_img |
| datasets/xianxia_train/controls/object_33.png |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 4 |
| sample_steps: 20 |
| meta: |
| name: kontext_xianxia |
| version: '1.0' |
|
|
