| job: extension |
| config: |
| name: watch_product |
| process: |
| - type: ui_trainer |
| training_folder: /workspace/ai-toolkit/output |
| sqlite_db_path: /workspace/ai-toolkit/aitk_db.db |
| device: cuda |
| trigger_word: watch |
| performance_log_every: 10 |
| network: |
| type: lora |
| linear: 64 |
| linear_alpha: 64 |
| 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: 8 |
| save_format: diffusers |
| push_to_hub: false |
| datasets: |
| - folder_path: /workspace/ai-toolkit/datasets/watch_product |
| 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: [] |
| 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: shift |
| content_or_style: balanced |
| optimizer_params: |
| weight_decay: 0.0001 |
| unload_text_encoder: false |
| lr: 0.0002 |
| 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: |
| - 'Looking at this striking Rolex Milgauss with its distinctive blue dial and |
| green-tinted crystal, here''s a prompt adapted to match this specific timepiece: --- A |
| high-resolution, ultra-minimalist, and moody cinematic product photograph |
| of the stainless steel Rolex Milgauss with its distinctive electric blue dial |
| and signature green-tinted sapphire crystal. The watch is presented as the |
| sole, sharp focus, positioned elegantly and centrally, giving the impression |
| of floating within a vast expanse of negative space (occupying 60-70% of the |
| frame). The scene is bathed in light from a single, dramatic directional |
| light source, meticulously positioned to cast deep, atmospheric shadows and |
| create exquisite, precise highlights that dance across the watch''s polished |
| stainless steel case and bracelet, illuminate the unique green crystal bezel, |
| and emphasize the mesmerizing electric blue sunburst pattern of the dial with |
| its distinctive orange lightning bolt seconds hand. Reflections on the watch''s |
| metallic surfaces are subtle yet pronounced, adding depth and dimension. The |
| color palette draws inspiration directly from the watch''s signature elements: |
| deep ocean blues, vibrant electric blues, subtle green undertones, and cool |
| steel grays. The background is a seamless, soft gradient that transitions |
| from a rich, dark navy-blue directly behind the watch, subtly fading into |
| a lighter, ethereal steel-blue or cool grey as it extends outwards, creating |
| a profound sense of depth and atmosphere. Subtly integrated into the creamy, |
| cinematic bokeh of the background, no more than one or two elements are discernible, |
| rendered in extreme, artistic blur to maintain the watch as the undeniable |
| focal point: * Either a single, sleek metallic surface or geometric element |
| in brushed steel, gently blurred and appearing to echo the watch''s industrial |
| precision, * Or a hint of subtle electrical or scientific equipment silhouettes, |
| their forms providing a subtle nod to the watch''s antimagnetic heritage and |
| scientific legacy. The depth of field is extremely shallow, ensuring only |
| the watch is in crisp, exquisite focus, while all surrounding elements melt |
| into a dreamlike, soft blur, creating a distinct separation. The overall aesthetic |
| exudes technical sophistication and modern precision. The watch should feel |
| as though it is emerging from or dissolving into the moody atmosphere, with |
| the subtle play of light and shadow being the primary driver of mood rather |
| than overt props. The composition emphasizes scientific elegance through its |
| cool lighting, precise details, and balanced technical aesthetic. **Artistic |
| Styles:** Cinematic Photography, Ultra-Minimalist Product Photography, Mood |
| Photography, High-Tech Still Life. **Camera:** High-end mirrorless camera |
| (e.g., Phase One XF or Hasselblad X1D II) **Lens:** 120mm Macro lens (for |
| exceptional detail and creamy bokeh) **Lighting:** Single Profoto D2 monolight |
| with a large softbox and grid, precisely feathered to create dramatic highlights |
| and deep fall-off. **Film Stock/Grade:** Inspired by Kodak Ektar 100, with |
| a rich, saturated cinematic color grade emphasizing cool blues and steel tones |
| with dramatic contrast. **Aspect Ratio:** 21:9 for an ultra-wide, immersive |
| cinematic feel.' |
| - 'A high-resolution, ultra-minimalist, and moody cinematic product photograph |
| of the rose gold women''s watch with its distinctive white mother-of-pearl |
| dial featuring an elegant golden butterfly motif and fine mesh bracelet. The |
| watch is presented as the primary focus, positioned elegantly on a polished |
| dark surface that creates a perfect mirror reflection, giving the impression |
| of floating within a sophisticated tabletop setting occupying 60-70% of the |
| frame. The scene is bathed in warm, diffused natural light from a single |
| directional source, meticulously positioned to cast soft, atmospheric shadows |
| and create exquisite, precise highlights that dance across the watch''s polished |
| rose gold case and intricate mesh bracelet, illuminate the lustrous mother-of-pearl |
| dial, and emphasize the delicate golden butterfly centerpiece. The polished |
| surface beneath creates stunning reflections that double the visual impact |
| while maintaining elegant symmetry. The color palette draws inspiration directly |
| from the watch''s luxurious finishes: warm rose gold, lustrous white pearl, |
| soft champagne, and rich chocolate browns. The background features a seamless |
| gradient transitioning from deep charcoal-brown in the upper portion to a |
| lighter, warm taupe as it extends downward, creating profound depth and sophisticated |
| atmosphere. Subtly integrated into the refined composition, a few carefully |
| chosen elements appear in soft focus to maintain the watch as the undeniable |
| focal point: a pristine white ceramic dish with golden rim details positioned |
| to complement the watch''s luxury aesthetic, and a delicate golden chain ring |
| that echoes the watch''s precious metal finish, both rendered with gentle |
| blur to enhance rather than distract from the timepiece. The depth of field |
| is precisely controlled, ensuring the watch and its reflection remain in crisp, |
| exquisite focus while all surrounding elements dissolve into a dreamlike, |
| soft blur. The overall aesthetic exudes refined femininity and timeless elegance. |
| The watch appears to emerge from the moody atmosphere through subtle interplay |
| of light, shadow, and reflection, with the polished surface serving as both |
| stage and mirror. Artistic Styles: Cinematic Photography, Ultra-Minimalist |
| Product Photography, Luxury Still Life, Reflective Surface Photography. Camera: |
| High-end mirrorless camera. Lens: 120mm Macro lens for exceptional detail |
| and creamy bokeh. Lighting: Single softbox with honeycomb grid, precisely |
| feathered to create dramatic highlights and gentle fall-off. Film Stock/Grade: |
| Inspired by Kodak Portra 160, with rich, warm cinematic color grade emphasizing |
| golden tones and soft contrast. Aspect Ratio: 4:3 for classic, refined composition.' |
| - 'A high-resolution, ultra-minimalist, and moody cinematic product photograph |
| of the stainless steel automatic watch with its distinctive emerald green |
| dial and integrated steel bracelet. The watch is presented as the sole, sharp |
| focus, positioned elegantly and centrally on a vibrant emerald green surface, |
| giving the impression of floating within a carefully curated monochromatic |
| environment occupying 60-70% of the frame. The scene is bathed in even, diffused |
| lighting from multiple soft sources, meticulously positioned to eliminate |
| harsh shadows while creating subtle, precise highlights that dance across |
| the watch''s polished stainless steel case and bracelet links, illuminate |
| the lustrous emerald green dial with its applied hour markers, and emphasize |
| the clean, contemporary design aesthetic. The lighting creates gentle gradients |
| across the green surface beneath. The color palette is strictly monochromatic, |
| drawing inspiration from various shades and tones of green: vibrant emerald, |
| deep forest green, sage green, and subtle mint undertones. The background |
| is a seamless emerald green surface that provides perfect color harmony with |
| the watch dial, creating a bold, contemporary aesthetic that emphasizes the |
| timepiece''s striking green face. Subtly integrated into the composition, |
| several carefully chosen elements appear in soft focus around the watch to |
| maintain it as the undeniable focal point: a geometric terrarium containing |
| a small cactus with prominent spines, a perforated green speaker or audio |
| device, a dark green glass bottle, and small geometric accessories, all rendered |
| in gentle blur to create visual interest while supporting the monochromatic |
| theme. The depth of field is precisely controlled, ensuring only the watch |
| remains in crisp, exquisite focus while all surrounding elements dissolve |
| into a complementary soft blur. The overall aesthetic exudes modern sophistication |
| and bold contemporary style. The watch appears to emerge from the monochromatic |
| green environment through careful lighting and selective focus, with the vibrant |
| surface serving as both stage and color story. Artistic Styles: Contemporary |
| Product Photography, Monochromatic Still Life, Modern Minimalist Photography, |
| Color Story Photography. Camera: High-end mirrorless camera. Lens: 85mm lens |
| for natural perspective and smooth bokeh. Lighting: Multiple LED panels with |
| diffusion for even, shadow-free illumination. Film Stock/Grade: Digital capture |
| with vibrant, saturated color grade emphasizing green tones and contemporary |
| contrast. Aspect Ratio: 1:1 for modern, social media optimized composition.' |
| - 'A high-resolution, ultra-minimalist, and moody cinematic product photograph |
| of the rose gold women''s watch with its clean white dial and polished rose |
| gold bracelet. The watch is presented as the sole, sharp focus, positioned |
| elegantly on a delicate embroidered cream linen fabric, giving the impression |
| of floating within a soft, romantic textile environment occupying 60-70% of |
| the frame. The scene is bathed in warm, golden hour sunlight streaming through |
| what appears to be a nearby window, creating beautiful directional lighting |
| that casts gentle, flowing shadows across the flowing fabric and creates exquisite, |
| precise highlights that dance across the watch''s polished rose gold case |
| and bracelet links, illuminate the pristine white dial with its minimalist |
| hour markers, and emphasize the luxurious warm metallic finish. The natural |
| lighting creates organic shadow patterns that flow with the fabric''s natural |
| folds and curves. The color palette is soft and romantic, drawing inspiration |
| from warm, feminine tones: lustrous rose gold, warm cream, soft ivory, pale |
| pink undertones, and gentle peachy beige. The background features flowing |
| cream-colored linen fabric with delicate floral embroidery in soft pink and |
| sage green, creating a dreamy, ethereal atmosphere that perfectly complements |
| the watch''s elegant femininity. Subtly integrated into the composition, |
| the fabric''s natural texture and embroidered floral details appear in gentle |
| focus around the watch, with the embroidered pink flowers and green leaves |
| creating subtle pops of color while maintaining the watch as the undeniable |
| focal point. The fabric flows naturally with soft folds and curves, creating |
| an organic, romantic setting that suggests luxury and feminine sophistication. The |
| depth of field is precisely controlled, ensuring only the watch remains in |
| crisp, exquisite focus while the surrounding fabric and embroidery dissolve |
| into a dreamy, soft blur. The overall aesthetic exudes romantic elegance and |
| timeless femininity. The watch appears to emerge from the soft textile environment |
| through the interplay of warm natural light and delicate fabric textures. Artistic |
| Styles: Romantic Lifestyle Photography, Soft Light Product Photography, Textile |
| Styling Photography, Natural Light Portraiture. Camera: High-end mirrorless |
| camera. Lens: 85mm lens for natural compression and creamy bokeh. Lighting: |
| Natural window light with subtle fill card for even exposure. Film Stock/Grade: |
| Inspired by Kodak Portra 400 with warm, romantic color grade emphasizing golden |
| tones and soft contrast. Aspect Ratio: 4:5 for modern, elegant composition.' |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 3 |
| sample_steps: 30 |
| num_frames: 1 |
| fps: 1 |
| meta: |
| name: watch_product |
| version: '1.0' |
|
|
