第六章: Stable Diffusion实战案例

Checkpoint: Realistic Vision V5.1
VAE: vae-ft-mse-840000

Prompt:
professional id photo, passport photo,
1girl, 25 years old, black business suit, white shirt,
neutral expression, looking at camera,
white background, studio lighting, front view,
sharp focus, high resolution,
(professional photography:1.2)

Negative Prompt:
(worst quality:2), (low quality:2), smile, accessories,
jewelry, makeup, colorful background, shadows,
side view, tilted head

Sampler: DPM++ 2M Karras
Steps: 25
CFG Scale: 7
Size: 512x640
Seed: -1

Hires.fix:
- Upscaler: R-ESRGAN 4x+
- Upscale by: 2.0 (最终1024x1280)
- Denoising: 0.4

Checkpoint: ChilloutMix 或 Realistic Vision V5.1
LoRA: <lora:koreanDollLikeness_v15:0.6>

Prompt:
(magazine cover:1.3), fashion photography,
1girl, 22 years old, (beautiful face:1.2),
long wavy hair, professional makeup,
designer dress, elegant pose,
outdoor fashion shoot, natural lighting,
bokeh background, depth of field,
shot on Canon EOS R5, 85mm f/1.2,
vogue style, glamorous,
(8k uhd, RAW photo, best quality:1.3)

Negative Prompt:
easynegative, (bad hands:1.2), extra fingers,
(worst quality:2), lowres, watermark, text,
bad anatomy, bad proportions

Sampler: DPM++ SDE Karras
Steps: 28
CFG Scale: 6
Size: 512x768
Seed: -1

Hires.fix:
- Upscaler: R-ESRGAN 4x+
- Upscale by: 2.0
- Denoising: 0.45
- Hires steps: 20

Checkpoint: Realistic Vision V5.1

Prompt:
1girl, 18 years old, cute smile, looking at viewer,
(sun dress:1.1), white dress, straw hat,
standing in flower field, sunflowers,
golden hour lighting, warm tones, sunset,
hair flowing in wind, natural makeup,
professional photography, soft focus,
film grain, cinematic,
(best quality, masterpiece:1.2)

Negative Prompt:
(worst quality:2), (low quality:2), lowres,
bad anatomy, bad hands, text, error,
missing fingers, extra digit, cropped

Sampler: DPM++ 2M Karras
Steps: 25
CFG Scale: 7
Size: 512x768

ControlNet (可选,控制姿态):
- Type: OpenPose
- 参考图: 站立姿态照片
- Weight: 0.8

Checkpoint: GuoFeng3 或 Realistic Vision V5.1
LoRA: <lora:hanfu_v3:0.8>

Prompt:
1girl, hanfu, traditional chinese clothing,
(ancient china:1.2), tang dynasty style,
long black hair, hair ornament, jewelry,
standing in bamboo forest,
soft sunlight through trees, ethereal,
professional photography, cinematic lighting,
elegant pose, looking away,
(best quality, 8k uhd:1.2)

Negative Prompt:
(worst quality:2), modern, contemporary,
bad anatomy, extra fingers, lowres,
western clothing

Sampler: DPM++ 2M Karras
Steps: 28
CFG Scale: 7.5
Size: 512x768

Checkpoint: Realistic Vision V5.1
LoRA: <lora:filmGrain_v1:0.5>

Prompt:
analog film photo, 1girl, 25 years old,
vintage 1980s style, retro fashion,
denim jacket, high waist jeans,
standing on city street, sunset,
(film grain:1.3), faded colors, nostalgic,
shot on Kodak Portra 400, 35mm film,
slightly overexposed, vignette,
cinematic, vintage photography

Negative Prompt:
(digital:1.3), modern, HD, sharp, clean,
(worst quality:2), lowres, bad anatomy

Sampler: Euler a (适合胶片随机感)
Steps: 30
CFG Scale: 6.5
Size: 640x832

Checkpoint: Anything V5 或 CounterfeitV3

Prompt:
1girl, anime style, full body,
(beautiful detailed eyes:1.2), blue eyes,
long blue hair, twin tails, hair ribbon,
school uniform, pleated skirt, thigh highs,
standing, hand on hip, smile,
white background, simple background,
character design, official art,
(masterpiece, best quality:1.3)

Negative Prompt:
(worst quality:2), (low quality:2), lowres,
(bad anatomy:1.2), bad hands, extra fingers,
text, watermark, realistic, 3d

Sampler: Euler a
Steps: 28
CFG Scale: 6
Size: 512x768

Checkpoint: Anything V5

Prompt:
anime scenery, no humans,
japanese school, classroom interior,
desks and chairs, blackboard,
sunset light through window, warm lighting,
cherry blossoms outside window,
detailed background, clean linework,
(makoto shinkai style:1.2),
your name movie style, cinematic,
(best quality, masterpiece:1.2)

Negative Prompt:
(worst quality:2), lowres, blurry,
people, characters, text

Sampler: DPM++ 2M Karras
Steps: 25
CFG Scale: 7
Size: 768x512 (横向场景)

Checkpoint: Anything V5

Prompt:
1girl, cel shading, flat colors,
anime screenshot, official anime still,
bold outlines, clean linework,
vibrant colors, high contrast,
20 years old, short pink hair,
yellow eyes, school uniform,
dynamic pose, action scene,
wind effect, speed lines,
(best quality:1.2)

Negative Prompt:
(realistic:1.3), soft shading, gradient,
(worst quality:2), blurry, lowres

Sampler: Euler a
Steps: 25
CFG Scale: 7
Size: 640x832

Checkpoint: Anything V5 或 PastelMix

Prompt:
1girl, watercolor painting, watercolor \(medium\),
soft colors, pastel colors, gentle,
dreamy atmosphere, light particles,
sitting under tree, reading book,
flower petals falling, spring,
soft brush strokes, paper texture,
traditional media, artistic,
(masterpiece:1.2)

Negative Prompt:
(realistic:1.2), photo, 3d, digital art,
hard edges, (worst quality:2)

Sampler: DPM++ 2M Karras
Steps: 28
CFG Scale: 6
Size: 640x832

Checkpoint: Anything V5

Prompt:
1girl, pixiv featured, trending on pixiv,
(extremely detailed CG:1.2), 8k wallpaper,
beautiful detailed eyes, detailed face,
long silver hair, blue eyes, elf ears,
fantasy outfit, intricate dress design,
magic circle, glowing particles,
fantasy background, castle,
dramatic lighting, rim lighting,
depth of field, bokeh,
(masterpiece, best quality, ultra detailed:1.3)

Negative Prompt:
(worst quality:2), (low quality:2), lowres,
bad anatomy, bad hands, text, error,
missing fingers, cropped, jpeg artifacts

Sampler: DPM++ 2M Karras
Steps: 30
CFG Scale: 7
Size: 512x768

Hires.fix:
- Upscaler: R-ESRGAN 4x+ Anime6B
- Upscale by: 2.0
- Denoising: 0.5

Checkpoint: Realistic Vision V5.1 或 DreamShaper

Prompt:
landscape photography, no humans,
mountain range, snow capped peaks,
alpine lake reflection, crystal clear water,
pine forest foreground,
golden hour lighting, sunset, warm tones,
dramatic clouds, god rays,
professional nature photography,
shot on Sony A7R IV, 24mm wide angle,
(8k uhd, high quality, masterpiece:1.2)

Negative Prompt:
people, buildings, cars, modern,
(worst quality:2), lowres, blurry,
oversaturated

Sampler: DPM++ 2M Karras
Steps: 25
CFG Scale: 8
Size: 768x512

Hires.fix:
- Upscaler: R-ESRGAN 4x+
- Upscale by: 2.0
- Denoising: 0.5

Checkpoint: DreamShaper 或 RealisticVision

Prompt:
cyberpunk city, futuristic cityscape,
(neon lights:1.3), holographic advertisements,
rain wet streets, reflections,
tall skyscrapers, flying cars,
night scene, purple and blue lighting,
dystopian atmosphere, blade runner style,
cinematic, wide angle view,
(highly detailed:1.2), 8k uhd

Negative Prompt:
people, daytime, nature, green,
(worst quality:2), lowres, blurry

Sampler: DPM++ 2M Karras
Steps: 30
CFG Scale: 9
Size: 896x512 (宽屏)

Checkpoint: DreamShaper

Prompt:
fantasy forest, magical atmosphere,
giant mushrooms, glowing plants,
bioluminescent flowers, fireflies,
ancient trees, twisted roots,
fog, mystical lighting, volumetric light,
purple and blue color scheme,
fantasy art, concept art,
highly detailed, 8k wallpaper,
(masterpiece:1.2)

Negative Prompt:
realistic, photo, modern, people,
(worst quality:2), lowres

Sampler: DPM++ 2M Karras
Steps: 28
CFG Scale: 8
Size: 768x512

Checkpoint: Realistic Vision V5.1

Prompt:
japanese garden, traditional architecture,
zen garden, rock garden, raked gravel,
koi pond, stone lanterns, red torii gate,
cherry blossoms, maple trees,
wooden bridge, peaceful atmosphere,
morning mist, soft sunlight,
professional photography,
(best quality, 8k uhd:1.2)

Negative Prompt:
people, modern, western,
(worst quality:2), lowres

Sampler: DPM++ 2M Karras
Steps: 25
CFG Scale: 7.5
Size: 768x512

Checkpoint: Realistic Vision V5.1

Prompt:
modern interior design, living room,
minimalist style, scandinavian design,
large windows, natural light,
wooden floor, white walls, plants,
comfortable sofa, coffee table,
indoor plants, clean and bright,
architectural photography, wide angle,
(8k uhd, highly detailed:1.2)

Negative Prompt:
people, messy, dark, cluttered,
(worst quality:2), lowres

Sampler: DPM++ 2M Karras
Steps: 25
CFG Scale: 8
Size: 768x512

ControlNet (推荐):
- Type: Depth
- 参考图: 房间参考照片
- Weight: 0.9

Checkpoint: DreamShaper

Prompt:
(mecha design:1.3), mechanical robot,
full body, standing pose, white background,
futuristic armor, intricate mechanical details,
glowing blue energy core, thrusters,
weapon systems, angular design,
concept art, technical drawing style,
multiple angles view, orthographic,
(highly detailed:1.2), 8k, masterpiece

Negative Prompt:
people, pilot, low detail, simple,
(worst quality:2), blurry

Sampler: DPM++ 2M Karras
Steps: 30
CFG Scale: 9
Size: 768x768

Checkpoint: DreamShaper

Prompt:
fantasy weapon design, legendary sword,
ornate design, golden decorations,
magical runes, glowing blade,
intricate hilt, gemstones embedded,
floating, dramatic lighting, dark background,
concept art, game asset,
(highly detailed:1.3), 8k rendering

Negative Prompt:
simple, plain, realistic,
(worst quality:2), lowres

Sampler: DPM++ 2M Karras
Steps: 28
CFG Scale: 8.5
Size: 512x768 (竖向)

Checkpoint: DreamShaper

Prompt:
character design, concept art, multiple views,
(turnaround sheet:1.2), front view, side view, back view,
fantasy warrior, female, full body,
detailed armor design, cape, sword,
white background, clean linework,
professional concept art, game character,
(highly detailed:1.2), 8k

Negative Prompt:
messy, incomplete, single view,
(worst quality:2), lowres

Sampler: DPM++ 2M Karras
Steps: 30
CFG Scale: 9
Size: 1024x512 (横向,容纳多视图)

ControlNet (推荐):
- Type: Seg (语义分割)
- 手绘分割图: 标注不同视图区域
- Weight: 1.0

Checkpoint: DreamShaper

Prompt:
creature design, fantasy monster,
dragon-like creature, scales,
multiple eyes, wings, tail,
bioluminescent patterns, glowing,
alien biology, xenomorph inspired,
dark background, dramatic lighting,
concept art, game creature,
(highly detailed:1.3), 8k rendering

Negative Prompt:
cute, friendly, cartoon,
(worst quality:2), simple

Sampler: DPM++ 2M Karras
Steps: 30
CFG Scale: 8
Size: 768x768

Checkpoint: DreamShaper

Prompt:
spaceship design, futuristic spacecraft,
sleek aerodynamic shape, metallic hull,
glowing engine thrusters, blue energy,
detailed surface panels, antenna,
floating in space, stars background,
concept art, sci-fi vehicle,
technical illustration, orthographic view,
(highly detailed:1.2), 8k rendering

Negative Prompt:
simple, low detail, old,
(worst quality:2), blurry

Sampler: DPM++ 2M Karras
Steps: 28
CFG Scale: 9
Size: 896x512 (宽屏)

Checkpoint: DreamShaper

Prompt:
(van gogh style:1.3), oil painting,
starry night, village scene,
swirling sky, bright stars, crescent moon,
cypress trees, church steeple,
vibrant colors, thick brush strokes,
impasto technique, post-impressionism,
(masterpiece, art style:1.2)

Negative Prompt:
realistic, photo, modern,
(worst quality:2), flat

Sampler: Euler a
Steps: 30
CFG Scale: 8
Size: 768x512

Checkpoint: DreamShaper

Prompt:
(ukiyo-e:1.3), japanese woodblock print,
hokusai style, the great wave,
mount fuji, ocean waves,
traditional japanese art, edo period,
flat colors, bold outlines,
limited color palette, vintage,
(masterpiece, traditional media:1.2)

Negative Prompt:
realistic, 3d, modern, detailed shading,
(worst quality:2)

Sampler: DPM++ 2M Karras
Steps: 25
CFG Scale: 7.5
Size: 768x512

Checkpoint: DreamShaper

Prompt:
(surrealism:1.3), salvador dali style,
melting clocks, distorted reality,
desert landscape, elephants on stilts,
impossible architecture, dreamlike,
symbolic, subconscious imagery,
oil painting, fine art,
(masterpiece, highly detailed:1.2)

Negative Prompt:
realistic, normal, logical,
(worst quality:2), simple

Sampler: DPM++ 2M Karras
Steps: 30
CFG Scale: 9
Size: 768x512

Checkpoint: Anything V5

Prompt:
pixel art, 16bit, retro game style,
isometric view, fantasy village,
small houses, trees, river,
detailed pixel work, limited color palette,
indie game art, (pixel perfect:1.2)

Negative Prompt:
realistic, smooth, high resolution,
anti-aliasing, (worst quality:2)

Sampler: Euler a
Steps: 20
CFG Scale: 7
Size: 512x512

Checkpoint: DreamShaper

Prompt:
(low poly:1.3), 3d render, geometric,
polygonal style, faceted surface,
mountain landscape, trees, lake,
vibrant colors, flat shading,
minimalist, clean geometry,
blender render, (stylized:1.2)

Negative Prompt:
realistic, high poly, detailed texture,
(worst quality:2), smooth

Sampler: DPM++ 2M Karras
Steps: 25
CFG Scale: 7.5
Size: 768x512

Checkpoint: DreamShaper

Prompt:
logo design, brand identity,
minimalist logo, letter "A" monogram,
geometric shape, clean lines,
professional, corporate,
black and white, vector style,
simple, modern, flat design

Negative Prompt:
complex, detailed, realistic, photo,
gradient, 3d, (worst quality:2)

Sampler: DPM++ 2M Karras
Steps: 20
CFG Scale: 8
Size: 512x512

Checkpoint: DreamShaper

Prompt:
poster design, concert poster,
rock music festival, bold typography,
vibrant colors, red and black,
electric guitar silhouette,
grunge texture, vintage style,
event poster, graphic design,
(highly detailed:1.2)

Negative Prompt:
photo, realistic, 3d,
(worst quality:2), blurry

Sampler: DPM++ 2M Karras
Steps: 25
CFG Scale: 8
Size: 512x768 (竖版海报)

Checkpoint: Realistic Vision V5.1

Prompt:
product photography, luxury watch,
metallic silver, leather strap,
studio lighting, white background,
professional product shot, reflections,
high end, detailed, macro photography,
commercial photography,
(8k uhd, highly detailed:1.3)

Negative Prompt:
low quality, blurry, scratched,
(worst quality:2), dirty

Sampler: DPM++ 2M Karras
Steps: 28
CFG Scale: 8
Size: 640x640

Checkpoint: DreamShaper

Prompt:
icon design, mobile app icons,
flat design, minimalist, clean,
weather icons set, sun, cloud, rain,
simple shapes, solid colors,
ui design, consistent style,
white background, vector graphics

Negative Prompt:
3d, realistic, detailed, photo,
gradient, (worst quality:2)

Sampler: DPM++ 2M Karras
Steps: 20
CFG Scale: 7.5
Size: 512x512

Checkpoint: DreamShaper

Prompt:
book cover design, fantasy novel,
mysterious atmosphere, dark colors,
castle silhouette, full moon, fog,
elegant title typography, ornate frame,
professional book cover, bestseller style,
(highly detailed:1.2)

Negative Prompt:
photo, realistic, plain, simple,
(worst quality:2), amateur

Sampler: DPM++ 2M Karras
Steps: 28
CFG Scale: 8
Size: 512x768 (书籍比例)

Checkpoint: ChilloutMix

LoRA组合:
<lora:koreanDollLikeness_v15:0.7>
<lora:filmGrain_v1:0.5>
<lora:taiwanDollLikeness_v10:0.3>

Prompt:
1girl, 22 years old, beauty, smile,
casual wear, outdoor, natural light,
(film grain:1.2), analog photo,
(best quality, 8k uhd:1.2)

技巧: 多LoRA权重相加不超过2.0

First pass:
Size: 512x768
Steps: 25
Sampler: DPM++ 2M Karras

Hires.fix Pass 1:
- Upscaler: R-ESRGAN 4x+
- Upscale by: 2.0 (→1024x1536)
- Denoising: 0.45
- Hires steps: 20

Hires.fix Pass 2 (再次放大):
需要插件: Ultimate SD Upscale
- Upscale by: 2.0 (→2048x3072)
- Tile size: 512
- Denoising: 0.3

显存需求: 12GB+
生成时间: 约2分钟