| 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' | |