| job: extension | |
| config: | |
| name: quanhuang_run | |
| process: | |
| - type: ui_trainer | |
| training_folder: /app/output | |
| sqlite_db_path: /app/aitk_db.db | |
| device: cuda | |
| trigger_word: null | |
| performance_log_every: 10 | |
| network: | |
| type: lora | |
| linear: 32 | |
| linear_alpha: 32 | |
| conv: 16 | |
| conv_alpha: 16 | |
| lokr_full_rank: true | |
| lokr_factor: -1 | |
| network_kwargs: | |
| ignore_if_contains: [] | |
| save: | |
| dtype: bf16 | |
| save_every: 250 | |
| max_step_saves_to_keep: 4 | |
| save_format: diffusers | |
| push_to_hub: false | |
| datasets: | |
| - folder_path: /app/datasets/quanhuang_target | |
| control_path: /app/datasets/quanhuang_control | |
| mask_path: null | |
| mask_min_value: 0.1 | |
| default_caption: '' | |
| caption_ext: txt | |
| caption_dropout_rate: 0.05 | |
| cache_latents_to_disk: false | |
| is_reg: false | |
| network_weight: 1 | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| controls: [] | |
| shrink_video_to_frames: true | |
| num_frames: 1 | |
| train: | |
| batch_size: 1 | |
| bypass_guidance_embedding: false | |
| steps: 4000 | |
| gradient_accumulation: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: true | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| timestep_type: weighted | |
| content_or_style: balanced | |
| optimizer_params: | |
| weight_decay: 0.0001 | |
| unload_text_encoder: false | |
| lr: 0.0001 | |
| ema_config: | |
| use_ema: false | |
| ema_decay: 0.99 | |
| skip_first_sample: false | |
| disable_sampling: false | |
| dtype: bf16 | |
| diff_output_preservation: false | |
| diff_output_preservation_multiplier: 1 | |
| diff_output_preservation_class: person | |
| model: | |
| name_or_path: black-forest-labs/FLUX.1-Kontext-dev | |
| quantize: true | |
| quantize_te: true | |
| arch: flux_kontext | |
| low_vram: false | |
| model_kwargs: {} | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 250 | |
| width: 1024 | |
| height: 1024 | |
| prompts: | |
| - Transform to 90s Japanese fighting game character illustration style --ctrl_img | |
| /app/datasets/quanhuang_test/01.jpg | |
| - Transform to 90s Japanese fighting game character illustration style --ctrl_img | |
| /app/datasets/quanhuang_test/02.jpg | |
| - Transform to 90s Japanese fighting game character illustration style --ctrl_img | |
| /app/datasets/quanhuang_test/03.jpg | |
| - Transform to 90s Japanese fighting game character illustration style --ctrl_img | |
| /app/datasets/quanhuang_test/04.jpg | |
| - Transform to 90s Japanese fighting game character illustration style --ctrl_img | |
| /app/datasets/quanhuang_test/05.jpg | |
| - Transform to 90s Japanese fighting game character illustration style --ctrl_img | |
| /app/datasets/quanhuang_test/06.jpg | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 4 | |
| sample_steps: 25 | |
| num_frames: 1 | |
| fps: 1 | |
| meta: | |
| name: quanhuang_run | |
| version: '1.0' | |