| job: extension |
| config: |
| name: id4_nichijou |
| process: |
| - type: sd_trainer |
| training_folder: output/love-game-miku |
| performance_log_every: 500 |
| device: cuda:0 |
| network: |
| type: lora |
| linear: 128 |
| linear_alpha: 128 |
| lokr_full_rank: true |
| lokr_factor: -1 |
| network_kwargs: |
| ignore_if_contains: [] |
| save: |
| dtype: bf16 |
| save_every: 500 |
| max_step_saves_to_keep: 20 |
| save_format: diffusers |
| push_to_hub: false |
| datasets: |
| - folder_path: input |
| caption_ext: json |
| caption_dropout_rate: 0.05 |
| shuffle_tokens: false |
| cache_latents_to_disk: true |
| resolution: |
| - 512 |
| - 768 |
| - 1024 |
| num_repeats: 1 |
| train: |
| batch_size: 1 |
| bypass_guidance_embedding: false |
| steps: 25000 |
| gradient_accumulation: 1 |
| train_unet: true |
| train_text_encoder: false |
| gradient_checkpointing: true |
| noise_scheduler: flowmatch |
| optimizer: automagic3 |
| timestep_type: sigmoid |
| content_or_style: balanced |
| optimizer_params: |
| weight_decay: 0.0001 |
| unload_text_encoder: false |
| cache_text_embeddings: false |
| lr: 0.0001 |
| ema_config: |
| use_ema: false |
| 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 |
| loss_type: mse |
| model: |
| name_or_path: ideogram-ai/ideogram-4-fp8 |
| arch: ideogram4 |
| quantize: false |
| sample: |
| sampler: flowmatch |
| sample_every: 500 |
| width: 1024 |
| height: 1024 |
| prompts: |
| - ' { "rating": "sfw", "medium": "anime_still", "subject_and_action": "Three |
| female anime characters stand in the foreground, facing forward with expressions |
| of mild surprise or curiosity. On the left, a girl with dark gray hair and |
| glasses looks straight ahead. In the center, a girl with short brown hair |
| stands slightly forward. On the right, a girl with blue hair in twintails |
| looks on. The background is out of focus, showing the backs of other people |
| in a public setting.", "style_description": { "color_palette": [ "#5E4B8C", |
| "#E88D6C", "#6C9BCF", "#E85D75", "#F2E2B4", "#8A8A8A" ], "mood": "curious", |
| "lighting": "flat daylight", "time_of_day": "day", "camera": { "angle": "eye_level", |
| "depth_of_field": "shallow", "framing": "medium_shot", "focus_area": "three |
| foreground characters" } }, "post_processing": { "effects": "none", "filters": |
| "standard_2d_anime_rendering" }, "captured_text": [], "characters": [ { "name": |
| "Mai", "source": "Nichijou", "description": "female, dark gray hair with straight |
| bangs, eyeglasses, standing on the left side of the frame", "state_of_dress": |
| "purple sweater with white stripes on the sleeves and a white V-neck trim |
| over a light green shirt", "visible_body_parts": "face, neck, shoulders, upper |
| chest", "action": "standing and looking forward", "gaze": "directly forward", |
| "lighting_on_subject": "even, soft lighting" }, { "name": "Yuuko", "source": |
| "Nichijou", "description": "female, short brown hair, standing in the center |
| of the frame", "state_of_dress": "peach-orange hooded jacket over a light |
| blue turtleneck shirt", "visible_body_parts": "face, neck, shoulders, upper |
| chest", "action": "standing and looking forward", "gaze": "directly forward", |
| "lighting_on_subject": "even, soft lighting" }, { "name": "Mio", "source": |
| "Nichijou", "description": "female, light blue hair in short twintails held |
| by wooden block clips, standing on the right side of the frame", "state_of_dress": |
| "pink cardigan over a yellow shirt", "visible_body_parts": "face, neck, shoulders, |
| upper chest", "action": "standing and looking forward", "gaze": "directly |
| forward", "lighting_on_subject": "even, soft lighting" } ] } |
| |
| ' |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 4 |
| sample_steps: 30 |
| meta: |
| name: id4_nichijou |
| version: '1.0' |
|
|
