| job: extension | |
| config: | |
| name: m1nd3xp4nd3r_Z_image_turbo_v2 | |
| process: | |
| - type: diffusion_trainer | |
| training_folder: /app/ai-toolkit/output | |
| sqlite_db_path: /app/ai-toolkit/aitk_db.db | |
| device: cuda | |
| trigger_word: m1nd3xp4nd3r | |
| 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: 4 | |
| save_format: diffusers | |
| push_to_hub: false | |
| datasets: | |
| - folder_path: /app/ai-toolkit/datasets/m1nd3xpand3r | |
| 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 | |
| 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: 3000 | |
| gradient_accumulation: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: true | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| timestep_type: weighted | |
| 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: true | |
| diff_output_preservation_multiplier: 1 | |
| diff_output_preservation_class: person | |
| switch_boundary_every: 1 | |
| loss_type: mse | |
| model: | |
| name_or_path: ostris/Z-Image-De-Turbo | |
| quantize: true | |
| qtype: qfloat8 | |
| quantize_te: true | |
| qtype_te: qfloat8 | |
| arch: zimage:deturbo | |
| low_vram: false | |
| model_kwargs: {} | |
| layer_offloading: false | |
| layer_offloading_text_encoder_percent: 1 | |
| layer_offloading_transformer_percent: 1 | |
| extras_name_or_path: Tongyi-MAI/Z-Image-Turbo | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 250 | |
| width: 1024 | |
| height: 1024 | |
| samples: | |
| - prompt: m1nd3xp4nd3r with mask, black and white pencil sketch portrait, high-contrast | |
| graphite shading, cross-hatching detail, rough paper texture, dramatic side | |
| lighting, sharp nose profile, intense eye focus, hand-drawn realism, fine | |
| art illustration | |
| - prompt: m1nd3xp4nd3r with mask, cinematic movie still, dramatic rim lighting, | |
| shallow depth of field, 35mm lens, moody shadows, studio-quality lighting, | |
| ultra-detailed skin texture on mask, dark atmospheric background, high-end | |
| film look, 8k | |
| - prompt: m1nd3xp4nd3r with mask, surreal dreamscape portrait, reality bending | |
| around the face, flowing energy lines from the mask markings, symbolic third-eye | |
| glow, impossible geometry in the background, psychedelic lighting, metaphysical | |
| digital art, ultra-detailed | |
| - prompt: m1nd3xp4nd3r with mask, cyberpunk character portrait, neon teal and | |
| orange lighting, holographic UI reflections on the mask, futuristic trench | |
| coat, rain-soaked city glow, cinematic sci-fi atmosphere, ultra-sharp focus, | |
| high-detail digital realism | |
| - prompt: m1nd3xp4nd3r with mask, mythic archetype portrait, floating in a black | |
| void filled with subtle golden dust, ancient symbolic glow radiating from | |
| the mask markings, soft divine backlight forming a halo silhouette, hyper-detailed | |
| textures, ceremonial presence, cinematic fantasy realism, ultra-clean composition, | |
| 8k, masterpiece lighting | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 3 | |
| sample_steps: 25 | |
| num_frames: 1 | |
| fps: 1 | |
| meta: | |
| name: m1nd3xp4nd3r_Z_image_turbo_v2 | |
| version: '1.0' | |