| job: extension |
| config: |
| name: 01_Studio_v1 |
| process: |
| - type: ui_trainer |
| training_folder: /workspace/ai-toolkit/output |
| sqlite_db_path: /workspace/ai-toolkit/aitk_db.db |
| device: cuda |
| trigger_word: studi@ |
| 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: 500 |
| max_step_saves_to_keep: 7 |
| save_format: diffusers |
| push_to_hub: false |
| datasets: |
| - folder_path: /workspace/ai-toolkit/datasets/01_studio_v1 |
| 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: [] |
| 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: sigmoid |
| content_or_style: balanced |
| optimizer_params: |
| weight_decay: 0.0001 |
| unload_text_encoder: false |
| lr: 0.0004 |
| ema_config: |
| use_ema: false |
| ema_decay: 0.99 |
| 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-dev |
| quantize: false |
| quantize_te: true |
| arch: flux |
| low_vram: false |
| model_kwargs: {} |
| sample: |
| sampler: flowmatch |
| sample_every: 500 |
| width: 1024 |
| height: 1024 |
| prompts: |
| - A photo-realistic shoot from a profile camera angle about a woman wearing |
| a blue and white floral print dress with puff sleeves and a tie waist, standing |
| in profile against a plain grey background. the image also shows a woman standing |
| in the middle of the frame, facing away from the camera, wearing a white dress |
| with blue floral patterns and a ruffled hem. on the right side of the image, |
| a woman appears to be in her mid-twenties, with long black hair styled in |
| loose waves, wearing earrings and a bracelet on her wrist. her expression |
| is neutral, and she is standing with her arms at her sides. |
| - A woman standing confidently in the middle of the image, wearing a black dress |
| with white piping and a blue handbag. She has short black hair styled in a |
| sleek manner and is wearing gold earrings. her posture is confident and strong, |
| and she is standing with one hand on her hip and the other resting on her |
| thigh. the background is a simple gradient of light blue to white, creating |
| a minimalistic look. the lighting is soft and even, highlighting her features |
| and creating a sense of sophistication. the image is shot from a full body |
| angle, focusing on the woman's full body and the handbag in her left hand. |
| - A woman standing confidently in the middle of a plain grey background, wearing |
| a blue and white floral print dress with puff sleeves and black ankle boots. |
| she is holding a small black clutch in her left hand and wearing black sunglasses. |
| her long black hair cascades down her back, framing her face perfectly. the |
| dress has a gathered waistline and a flowy skirt that falls just above her |
| knees. the woman is standing with her arms at her sides, looking directly |
| at the camera with a neutral expression. her black boots are ankle-length |
| and reach up to her knees, adding a touch of sophistication to her outfit. |
| the background is simple and minimalistic, allowing the focus to remain on |
| the woman's figure and the subtle pattern of her dress. |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 3.5 |
| sample_steps: 30 |
| num_frames: 1 |
| fps: 1 |
| meta: |
| name: 01_Studio_v1 |
| version: '1.0' |
|
|
