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【Lora评测15】用stable diffusion画蒸汽朋克小姐姐吧

作者:Chuck_2023发布时间:2023-06-27

前言

对蒸汽朋克元素lora模型的全面评测

 

蒸汽朋克以其充斥着维多利亚时代工业奇思与浪漫的美术风格与反乌托邦的精神内核。至今仍然是一种极具魅力的风格。

这次的lora模型,它的核心作用是让画面出现机械元素、不只是生成带有机械的画面,而且也可以让画面中的人,动物,器物等一切元素都附带上机械元素。

 

下载链接

大模型链接:

链接:https://pan.baidu.com/s/1vwWraE8TJ9ysIDVpec1ZVA?pwd=7dcq

提取码:7dcq

 

Lora/Embedding链接:

链接:https://pan.baidu.com/s/1aEbkbTNRBkgAAJv1J1SlpA?pwd=g31d

提取码:g31d  

 

图包链接:

链接:https://pan.baidu.com/s/1yad4nnQ-nMvzXBDwxPN96A?pwd=ms7z

提取码:ms7z

交流群

qq群:697080799

微信群:

 


测试中使用的模型

CKPT大模型

abyssorangemix2SFW_abyssorangemix2Sfw

anything-v5

Basil mix

Chilloutmix

CounterfeitV30_v30

ghostmix_v20Bakedvae

manmaruMix_v10

perfectWorld_v4Baked

realisticVision

revAnimated_v11

sxzLuma_098VAE

 

Lora模型

Steampunkcog(测试lora本体)

blindbox_V1Mix

zhongliLoraCollection_zhongliHard

kleeGenshinImpact_kleeGenshinImpact

Add_detail

Ever garden

BF-000010

tachi-e

Mecha

Embedding模型

ng_deepnegative_v1_75t

EasyNegative

 

实际使用案例

 


 

 

 

大模型:manmaruMix_v10

 

Loraadd_detail  权重:1

 

LoraSteampunkcog  权重:1

 

嵌入式:EasyNegative  权重:1

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, detailed background,

smile,dress,1girl,full body,A long large cloak that grows to the ground,street,Witch Hat,white hair,

MECCOG,COG,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 60, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1417936785, Size: 800x1200

 


 

 

大模型:manmaruMix_v10

 

Loraadd_detail  权重:1

 

LoraBF-000010  权重:0.2

 

LoraSteampunkcog  权重:0.6

 

嵌入式:EasyNegative  权重:1

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, detailed background,

smile,

3boy,armor,knight,street,running,sword,MECCOG,COG, <lora:Mecha:1>

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 60, Sampler: Euler a, CFG scale: 7, Seed: 1989006163, Size: 960x540

 

 


 

 

 

大模型:cetusMix_v4

 

Loraadd_detail  权重:1

 

Loratachi-e  权重:1

 

LoraSteampunkcog  权重:0.7

 

嵌入式:EasyNegative  权重:1

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, (white background:1.35),

smile,

1gril,white armor,knight,blue hair,A long large cloak that grows to the ground,castle,

MECCOG,COG,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 45, Sampler: DPM++ SDE Karras,CFG scale: 7, Seed: 1708104609, Size: 600x800

 

 

 


 

 

大模型:manmaruMix_v10

 

Loraadd_detail  权重:1

 

LoraSteampunkcog  权重:0.95

 

嵌入式:EasyNegative  权重:1

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, detailed background,

 

armor,1girl_knight,full body,A long large cloak that grows to the ground,Gothic,1girl, red hair,smile,MECCOG,COG,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,

 

Steps: 55, Sampler: DPM++ SDE Karras,CFG scale: 7, Seed: 190371469, Size: 1216x1600

 

 


 

 

 

大模型:cetusMix_v4

 

Loraadd_detail  权重:1

 

Loratachi-e    权重:0.7

 

LoraSteampunkcog  权重:0.7

 

嵌入式:EasyNegative  权重:1

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, (white background:1.35),

smile,

1gril,white armor,knight,blue hair,A long large cloak that grows to the ground,castle,

MECCOG,COG,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 45, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 3896929086, Size: 600x800

 

 


 

 

大模型: cetusMix_v4

 

Loraadd_detail  权重:1

 

LoraSteampunkcog     权重:0.8

 

LoraBF-000010     权重:0.05

 

嵌入式:EasyNegative  权重:1

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, detailed background,

smile,

1gril,green eyes, bony meat, eating, happy, bonfire, night, moonlight, beast ears,MECCOG,COG,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 65, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 494200346, Size: 600x800

 

 

提示词对照表

大模型:CounterfeitV30_v30

 

Loraadd_detail  权重:1

 

LoraSteampunkcog  权重:0.75

 

LoraEver garden 权重:1

 

嵌入式:EasyNegative  权重:1

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, detailed background,

smile,

1girl, brooch, violet_evergarden, jewelry, blonde_hair, long_sleeves, ribbon, blue_eyes, jacket, dress, gem, hair_ribbon,sky, outdoors

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 65, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 478588149, Size: 600x800

 

对照表

 

 

 


 

 

大模型测试

基础信息

大模型:如下图对照表所示

 

Loraadd_detail  权重:1

 

LoraSteampunkcog  权重:1

 

嵌入式:EasyNegative  权重:1

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, detailed background,

smile,

1gril,white armor,knight,street,red hair,MECCOG,COG,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 45, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 3395889348, Size: 600x800

对照表

一测

 

 


 

二测

 


 

阶段结论

在测试中尝试的所有模型生成质量都很不错,lora生效的同时画风也完整保留。我这里测试了11款不同风格的大模型,效果都很不错,可以任意取用,这里就不做推荐了。

兼容性测试

 

人物lora测试(可莉1)

基础信息

大模型: CounterfeitV30_v30

 

Loraadd_detail  权重:1

 

LoraSteampunkcog     权重:0.3

 

LorakleeGenshinImpact_kleeGenshinImpact  权重:0.7

 

嵌入式:EasyNegative  权重:0.7

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, detailed background,

smile,

1girl,red hat,blonde hair,MECCOG,COG,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 65, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 3395889348, Size: 600x800

对照图

 


 

人物lora测试(薇尔莉特)

基础信息

大模型: CounterfeitV30_v30

 

Loraadd_detail  权重:1

 

LoraSteampunkcog     权重:0.3

 

Lora Ever garden  权重:1

 

嵌入式:EasyNegative  权重:0.7

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3),

1girl,red hat,blonde hair,

kid,beach,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,

 

Steps: 65, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 724699092, Size: 600x800

对照图

 


 

 

 

 

人物lora测试(钟离)

基础信息

大模型:CounterfeitV30_v30

 

Loraadd_detail  权重:1

 

LoraSteampunkcog  权重:0.3

 

LorakleeGenshinImpact_kleeGenshinImpact  权重:1

 

嵌入式:EasyNegative  权重:0.7

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting, detailed background,

 

1boy, solo, male focus, zhongli (genshin impact), jewelry, earrings, single earring, bangs, brown hair, long hair, hair between eyes, necktie, closed mouth, multicolored hair, tassel, tassel earrings, shirt, jacket, looking at viewer, collared shirt, ponytail, upper body, long sleeves, white necktie, gradient hair, black hair, orange eyes, formal, vest, coat, brown vest, suit,MECCOG,COG,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 65, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1852018652, Size: 600x800

对照图

 

 


 

 

画风lora测试(盲盒)

基础信息

大模型:CounterfeitV30_v30

 

Loraadd_detail  权重:1

 

LoraSteampunkcog  权重:0.3

 

Lorablindbox_V1Mix  权重:0.5

 

嵌入式:EasyNegative  权重:0.7

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

(masterpiece, best quality:1.3), reflections, extremely detailed, (extremely detailed CG unity 8k wallpaper), cinematic lighting,white background,

(1girl:1.5), Top Hat, blindbox,chibi,MECCOG,COG,

 

负:

 

paintings, sketches, (worst quality:2), (low quality:2), (normal quality:2), lowres, duplicate, mutated hands, mutated legs, (blurry:1.3), (bad anatomy:1.2), bad proportions, extra limbs, more than 2 nipples, extra legs, fused fingers, missing fingers, jpeg artifacts, signature, watermark, username, artist name, heterochromia, muscular legs, monochrome, grayscale, skin spots, acnes, skin blemishes, age spot, skin spots, acnes, logo, badhandv4, easynegative, cropped image, patreon,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ng_deepnegative_v1_75t, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry,(Tiptoe:1.3),looking at viewer,

 

Steps: 65, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 692421947, Size: 600x800

对照图

 

 


 

 

阶段结论

兼容性方面这次测试了:可莉,钟离,薇尔莉特这三个人物lora。

测试效果明显,不过随着权重提高,人物的身体会逐渐纯粹机械化,略显诡异。不过画面的兼容性非常好,人物特征保留明显,生成质量也不错。

推荐蒸汽朋克 lora权重:0.7-1.0    人物 lora权重:0.6-1.0

盲盒lora成功生效,除背景可能不够塑料之外,生成效果明显。不过在与盲盒lora配合生成时,蒸汽朋克lora权重不适合开的太高,会有颜色崩坏的情况发生。

推荐蒸汽朋克 lora权重:0.3-0.7    盲盒 lora权重:0.7-1.3

 

图生图测试

基础信息

大模型:CounterfeitV30_v30

 

LoraSteampunkcog  权重:0.7

 

嵌入式:EasyNegative  权重:0.7

 

嵌入式:ng_deepnegative_v1_75t  权重:1

 

正:

 

masterpiece, best quality,CHIBI, close-up face, white background,simple background, (upper body),thick outline,

1girl,black business suit,Arms folded across the chest,smile,short hair, black hair,

MECCOG,COG,

 

负:

 

NSFW,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, lowres, text, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, text, signature, watermark, simple background, toony, dated, low res, line art, flat colors

 

Steps: 65, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1625809005, Size: 608x880

 

对照表

 

 


 

 

阶段结论

这款lora的图生图相当优秀,是罕见的能在图生图情况下依然发挥作用的非画风lora。

在保留一部分原始图片信息的情况下,成功的在人物背景以及身体各处生成了齿轮元素,感觉用来玩基于某物的元素设计应该会相当有意思。

推荐重绘幅度0.4-0.6 蒸汽朋克 lora权重:0.7-1.0

 



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