【关键词展示】Stable Diffusion 阶段性研究结果（1）

大家好。此前介绍了启动Stable Diffusion的相关步骤，而现在Stable Diffusion的各种模型也愈加完善了。这几个月我对各种关键词和主题都尝试了一下，想做一个阶段性的总结。以下图片都会列出生成的各参数，希望能为大家提供灵感和帮助。

关键词的使用我会尽量简单，不使用Lora和controlnet，欢迎大家参考、修改。现在Stable Diffusion的模型日新月异，我这里整理结束，应该就已经有更新更好的模型了。

根据软硬件配置的不同，相同随机种子和关键词可能会生成有差异的图片。受限于篇幅与作者的XP，还有很多场景都想画，其他风格的图下一期做。

硬件：

Processor：AMD Ryzen 7 3700X 8-core 3.59GHz （内存16GB）

Graphics：NVIDIA GeForce RTX3080 Ti（显存12GB）

系统：Windows 11 Home

Python：3.10.9

Stable Diffusion：torch: 1.13.1+cu117 •xformers: N/A • gradio: 3.16.2

模型：TMND_mix VI Pruned

https://civitai.com/models/27259?modelVersionId=116759

VAE：vae-ft-mse-840000-ema-pruned.ckpt

(https://huggingface.co/stabilityai/sd-vae-ft-mse-original/blob/main/vae-ft-mse-840000-ema-pruned.ckpt)

Figure 1.

(masterpiece), best quality, watercolor, (highres),((extremely detailed illustration)), an extremely delicate and beautiful, beautiful eyes, illustration, ((solo)),
1girl, beige long hair, white ruffled blouse, baby's breath flower wreath,
BREAK
black prairie skirt, upper body, green eyes, looking at viewer, confident smile, outdoors, grassland, (floating dandelion seeds)
Negative prompt:  (2 girls), (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, extra hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped, normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2)

Steps: 30, Sampler: DPM++ SDE Karras, CFG scale: 8, Seed: 4091400253, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 2.

(masterpiece), best quality, (art of light novel), (highres),((extremely detailed illustration)), an extremely delicate and beautiful, beautiful eyes, illustration, ((solo)),
a cute smiling girl standing below cherry blossoms, (black long hair), side bangs, green eyes, looking at viewer, blush, positive perspective, white sailor uniform,
BREAK
black pleated skirt, hair ribbons, from above, cherry blossom, floating cherry petals, Ueno Park
Negative prompt: (2 girls), (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, extra hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped, normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2)

Steps: 30, Sampler: DPM++ 2M Karras, CFG scale: 7, Seed: 4149267907, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 3.

(masterpiece), best quality, (highres),((extremely detailed illustration)), an extremely delicate and beautiful, finely detail, beautiful eyes, (art of light novel), best quality, illustration, ((solo)),
a cute girl, ((light blue floral printed smocked A-line dress)), beige hair, (hair half-updo), silver necklace, sapphire eyes, looking at viewer, shy smile,
European garden, stone slabs, (wisteria trellises), sunshine, atmostphere, sky
Negative prompt: hearts, (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, extra hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped, normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2)

Steps: 30, Sampler: DPM++ 2M Karras, CFG scale: 7, Seed: 3345029840, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 4.

(masterpiece), best quality, (highres),((extremely detailed illustration)), an extremely delicate and beautiful, beautiful eyes, illustration, ((solo)),
an athletic girl in tennis shirt and skirt, white|pink striped tennis shirt with, pink pleated skirt,
BREAK
black long hair and thin twintails, amethyst eyes, sweat, tired look, :D,
summer, summer trees and highschool field in the background, outdoors, (sun flares)
Negative prompt: (2 girls), (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, mutated hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped,  normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5 ), (long body :1.3), (mutation, poorly drawn :1.2),

Steps: 30, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2101174851, Size: 720x1080, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 5.

(masterpiece), best quality, (highres),((extremely detailed illustration)), an extremely delicate and beautiful, finely detail, beautiful eyes, (art of light novel), best quality, illustration, ((solo)),
(dynamic angle), a cute girl, (floating black long hair), green eyes, looking at viewer, happy smile, (white fabric sunhat),
BREAK
(blue one piece V-neck skirted swimsuit), sunshine, beach, waves, seaside city in the distance, Sydney Bondi Beach
Negative prompt: (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, extra hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped, normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2)

Steps: 30, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 4134186970, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 6.

(masterpiece), best quality, (highres),((extremely detailed illustration)), an extremely delicate and beautiful, beautiful eyes, illustration, ((solo)),
a girl with beige puffsleeve blouse, floating brown long skirt,
BREAK
(yellow neckerchief), black long hair, green eyes, looking at viewer, half-closed eyes, light smile,
atmosphere, blue skies and clouds in the background, (red lycoris flower field), in a park, outdoor, sunset
Negative prompt: (2 girls), (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, mutated hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped,  normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5 ), (long body :1.3), (mutation, poorly drawn :1.2),
Steps: 30, Sampler: DPM++ SDE Karras, CFG scale: 7.5, Seed: 2727215750, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 7.

(masterpiece), best quality, (highres),((extremely detailed illustration)), an extremely delicate and beautiful, beautiful eyes, illustration, ((extremely detailed cg)), ((best shadow)), ((solo)),
((a queit girl in a library)), ((maroon medium long hair)), ((blunt bangs)), himecut, ribbon hair decorations, (chocolate eyes), ((large glasses)), looking at viewer, light smile, (black and white blazer), ((school uniform)), small breasts, holding a book,
(sun lit windows in the background), wooden bookshelfs, afternoon, potted plants, ((indoors))
Negative prompt: (black hair), (2 girls), (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, mutated hands, deformed,
bad feet, extra fingers, multiple hands, poorly drawn hands, fused fingers, too many fingers, cropped, wort quality, low quality, normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5 ), (long body :1.3), (mutation, poorly drawn :1.2), uncoordinated body, unnatural body, huge thighs
Steps: 30, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 3024267313, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 8.

(masterpiece), best quality, (highres), ((extremely detailed illustration)), an extremely delicate and beautiful, finely detail, beautiful eyes, illustration, ((solo)),
a girl with dark long hair and green eyes, side swept bangs, looking at viewer, mild smile, (fawn puffed cardigan), plaid skirt,
BREAK
cherry fruit earrings, afternoon sunlight, sunshine on her face, outdoor autumn scenery, (falling maple leaves), riverfront of Boston Back Bay
Negative prompt: (2 girls), (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, extra hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped, normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2)

Steps: 30, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1498670233, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 9.

(masterpiece), best quality, (highres),((extremely detailed illustration)), an extremely delicate and beautiful, beautiful eyes, illustration, ((solo)),
profile of a girl looking off a bridge, black eyes, white long hair,
BREAK
brown plaid coat, (dark beret), night city scape in the background, (bokeh), outdoors, on a bridge over water, a harbor city
Negative prompt: (2 girls), (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, mutated hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped,  normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5 ), (long body :1.3), (mutation, poorly drawn :1.2),
Steps: 30, Sampler: DPM++ SDE Karras, CFG scale: 7.5, Seed: 4024614110, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 10.

(masterpiece), best quality, (highres), ((extremely detailed illustration)), an extremely delicate and beautiful, finely detail, beautiful eyes, illustration, ((solo)),
a girl in white fur coat, beige long hair and green eyes, looking at viewer, earmuff, (fluffy gloves), holding a cup of coffee, curious smile, :o, upper body,
BREAK
breathe, winter, snow, falling snow flakes, (Sweden city plaza in the background), Stockholm
Negative prompt: (2 girls), (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, extra hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped, normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2)

Steps: 30, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2314242074, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

Figure 11.

(masterpiece), best quality, (highres),((extremely detailed illustration)), an extremely delicate and beautiful, finely detail, beautiful eyes, (art of light novel), best quality, illustration, ((solo)),
(a cute girl giving chocolate gift), shy smile, looking at viewer, amthyst eyes, half closed eyes, (holding one heart shaped chocolate gift), upper body,
BREAK
((silver long hair)), (lavender scarf), (white winter coat), (Valentine's Day shopping mall), wide shopping street, evening
Negative prompt: hearts, (low quality, worst quality:1.4), jpeg artifacts, bad anatomy, bad hands, missing fingers, extra digit, fewer digits, extra hands, deformed,
bad feet, extra fingers, mutated hands, poorly drawn hands, fused fingers, too many fingers, cropped, normal quality, signature, watermark, mutilated, malformed limbs, bad proportions, (mutated hands and fingers:1.5), (long body :1.3), (mutation, poorly drawn :1.2)

Steps: 30, Sampler: DPM++ 2M Karras, CFG scale: 7, Seed: 3649592816, Size: 720x960, Model hash: f27c78faa6, Model: tmndMix_tmndMixVIPruned, Clip skip: 2

希望大家实验愉快。