| job: extension |
| config: |
| name: wallet-poses |
| process: |
| - type: ui_trainer |
| training_folder: /workspace/ai-toolkit/output |
| sqlite_db_path: /workspace/ai-toolkit/aitk_db.db |
| device: cuda |
| trigger_word: w@llet |
| 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: /workspace/ai-toolkit/datasets/wallet_poses |
| 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: 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 |
| 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: "w@llet, Man in a beige blazer and white t-shirt, holding a black\ |
| \ leather wallet close to his chin with his right hand, slightly angled\ |
| \ to showcase the wallet\u2019s texture and stitching. The composition is\ |
| \ a tight portrait crop, centering on his face, upper torso, and wallet\ |
| \ as the focal point. His gaze is directed downward with a subtle, thoughtful\ |
| \ expression. The background is plain white with soft gradient lighting,\ |
| \ evenly diffused to eliminate shadows, giving the scene a polished and\ |
| \ minimal aesthetic that emphasizes the wallet\u2019s premium finish." |
| - prompt: w@llet, Man in a navy blazer and white t-shirt, holding a brown leather |
| wallet with his right hand, placing it into the inner chest pocket of his |
| blazer. The shot is a cropped mid-close composition, focusing on the torso |
| and wallet, with the face partially visible. The background is plain light |
| grey, softly lit with even daylight, ensuring no harsh shadows and keeping |
| the focus on the subject and accessory. |
| - prompt: "w@llet, Close-up shot of a man\u2019s right hand holding a brown\ |
| \ textured leather wallet with a crocodile pattern, positioned just above\ |
| \ the back pocket of blue denim jeans. His beige t-shirt is partially visible,\ |
| \ creating a neutral backdrop. The wallet is angled slightly outward, emphasizing\ |
| \ its grain, pattern, and stitched detailing. The composition highlights\ |
| \ the casual styling and practical placement, with soft, diffused lighting\ |
| \ enhancing the textures of both the leather and denim for a natural, lifestyle-oriented\ |
| \ presentation." |
| - prompt: w@llet,A man in a light grey suit jacket layered over a textured white |
| knit sweater poses in a semi-formal look, holding a brown leather wallet |
| in his right hand. His left hand adjusts the lapel of his jacket, giving |
| the impression of placing the wallet into the inner pocket. The wallet is |
| angled forward to showcase its grain texture and stitched edges. A sleek |
| wristwatch peeks out on his left wrist, complementing the polished look. |
| Background is a neutral soft grey with diffused studio lighting, creating |
| a clean and professional aesthetic while keeping the focus on the wallet. |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 4 |
| sample_steps: 25 |
| num_frames: 1 |
| fps: 1 |
| meta: |
| name: wallet-poses |
| version: '1.0' |
|
|
