| job: extension |
| config: |
| name: m_portrait |
| process: |
| - type: ui_trainer |
| training_folder: /ai-toolkit/output |
| sqlite_db_path: /ai-toolkit/aitk_db.db |
| device: cuda |
| trigger_word: m_port |
| 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: 8 |
| save_format: diffusers |
| push_to_hub: false |
| datasets: |
| - folder_path: /ai-toolkit/datasets/m_portrait |
| 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 |
| - 1536 |
| - 1280 |
| 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: 2000 |
| 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: 0.0002 |
| 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_port, A man in a plain white t-shirt is captured in a close-up\ |
| \ portrait, holding a black leather wallet near his face with his right\ |
| \ hand. The wallet\u2019s textured finish and embossed branding are clearly\ |
| \ visible, drawing focus to its sleek and minimal design. His direct gaze\ |
| \ and neutral expression add a confident, straightforward tone. Background\ |
| \ is clean white with soft even lighting to emphasize the wallet." |
| - prompt: m_port, A young man is seated against a plain grey background, wearing |
| a relaxed white crew-neck t-shirt. He faces slightly to his left with a |
| neutral yet contemplative expression, his short textured hairstyle and light |
| stubble framing his features. The soft natural lighting from the side casts |
| gentle shadows, giving depth and focus to the portrait while maintaining |
| a minimal, clean composition. |
| - prompt: "m_port,A young man gazes confidently at the camera, his expression\ |
| \ calm yet subtly curious. He\u2019s dressed in a mustard-yellow jacket\ |
| \ layered over a ribbed turtleneck of the same tone, creating a striking\ |
| \ monochrome look. The background, draped in rich golden fabric, seamlessly\ |
| \ blends with his outfit, giving the image a bold, editorial feel. Soft\ |
| \ lighting highlights the texture of his hair and skin, while the upward\ |
| \ collar adds a touch of attitude and modern edge." |
| - prompt: "m_port,A man leans casually against a white column, his posture relaxed\ |
| \ yet confident. He\u2019s dressed in a deep navy shirt with rolled sleeves,\ |
| \ paired with matching trousers for a clean, monochromatic look. The crisp\ |
| \ lines of the column contrast with the blurred greenery in the background,\ |
| \ creating a balance of structure and softness. Natural daylight enhances\ |
| \ the sharpness of his jawline and the polished texture of his outfit, lending\ |
| \ the portrait an elegant, editorial edge." |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 2.8 |
| sample_steps: 30 |
| num_frames: 1 |
| fps: 1 |
| meta: |
| name: m_portrait |
| version: '1.0' |
|
|
