| job: extension |
| config: |
| name: YOUNG_MEN |
| process: |
| - type: ui_trainer |
| training_folder: /workspace/ai-toolkit/output |
| sqlite_db_path: /workspace/ai-toolkit/aitk_db.db |
| device: cuda |
| trigger_word: m@n |
| 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: 10 |
| save_format: diffusers |
| push_to_hub: false |
| datasets: |
| - folder_path: /workspace/ai-toolkit/datasets/young_men |
| control_path: null |
| 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 |
| - 1280 |
| - 1536 |
| controls: [] |
| shrink_video_to_frames: true |
| num_frames: 1 |
| do_i2v: true |
| flip_x: false |
| flip_y: false |
| train: |
| batch_size: 1 |
| bypass_guidance_embedding: false |
| steps: 2500 |
| gradient_accumulation: 1 |
| train_unet: true |
| train_text_encoder: false |
| gradient_checkpointing: true |
| noise_scheduler: flowmatch |
| optimizer: adamw8bit |
| timestep_type: sigmoid |
| content_or_style: balanced |
| optimizer_params: |
| weight_decay: 0.0001 |
| unload_text_encoder: false |
| cache_text_embeddings: false |
| lr: 0.0003 |
| ema_config: |
| use_ema: true |
| ema_decay: 0.99 |
| skip_first_sample: false |
| force_first_sample: false |
| disable_sampling: false |
| dtype: bf16 |
| diff_output_preservation: false |
| diff_output_preservation_multiplier: 1 |
| diff_output_preservation_class: person |
| switch_boundary_every: 1 |
| model: |
| name_or_path: black-forest-labs/FLUX.1-dev |
| quantize: false |
| qtype: qfloat8 |
| quantize_te: true |
| qtype_te: qfloat8 |
| arch: flux |
| low_vram: false |
| model_kwargs: {} |
| sample: |
| sampler: flowmatch |
| sample_every: 250 |
| width: 1024 |
| height: 1024 |
| samples: |
| - prompt: m@n, A young man with a medium tan, golden undertoned skin and short, |
| tightly curled hair. His clean jawline carries a faint stubble, adding sharpness |
| to his look. Wearing bold brown glasses, he tilts his head slightly forward |
| and to the side, eyes meeting the lens with a calm intensity. The soft circular |
| light behind him frames his confident yet effortless pose. |
| - prompt: m@n, A young man with fair skin and a cool undertone, his gaze steady |
| and self-assured. His hair is styled in a casual, tousled cut with natural |
| volume, slightly messy yet effortlessly put together. Wearing a fitted navy |
| crewneck tee, he stands against a plain light background, exuding a clean, |
| modern aesthetic that blends ease with quiet confidence. |
| - prompt: m@n, A young man with fair skin and short, tousled brown hair styled |
| with a natural fringe. He wears bold, rectangular black sunglasses that |
| add sharpness to his look. Dressed in a simple white crewneck tee, he gazes |
| off to the side, his expression calm yet slightly intense. The outdoor light |
| casts soft shadows, enhancing the modern, minimal vibe of the portrait. |
| - prompt: m@n, A young man with a fair skin tone and tousled blond curls, styled |
| casually for a natural look. He wears matte yellow round sunglasses with |
| dark gradient lenses, adding a bold, modern twist. His navy collared shirt |
| contrasts sharply against the light background, making his features and |
| accessories stand out. Captured in a soft side profile, his expression is |
| calm and reflective, exuding understated sophistication. |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 3 |
| sample_steps: 30 |
| num_frames: 1 |
| fps: 1 |
| meta: |
| name: YOUNG_MEN |
| version: '1.0' |
|
|
