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【LoRa评测10】用stable diffusion画出公主连接的Q版小人|观天下

发布时间:2023-06-07 09:29:52 来源:哔哩哔哩

前言

对公主连接的Q版小人LoRa的全面评测

对于目前手游角色的立绘与战斗形象的区别设计,相信常玩手游的同学们并不陌生。非3D动作类的游戏普遍会有两套设计:一套是角色介绍界面的人物立绘,另一套则是游戏内容部分的Q版人物。


(资料图片)

而本次测试的公主连结Q版小人LoRa模型,就能帮助已有角色设计Q版形象。

下载链接

大模型链接:

链接:https://pan.baidu.com/s/1HjRaL6ymjatxQxIu8PI8eA?pwd=rcwq

提取码:rcwq

Lora/Embedding链接:

链接:https://pan.baidu.com/s/1gyVKzslgSp4LaMUTljthhQ?pwd=li4m

提取码:li4m

图包链接:

链接:https://pan.baidu.com/s/1dutg0CKfbiBAuHGzXQteNw?pwd=5hp7

提取码:5hp7

交流群

qq群:697080799

微信群:

测试中使用的模型

CKPT大模型

abyssorangemix2SFW

anything-v5

Chilloutmix

realisticVision

revAnimated_v11

sxzLuma_098VAE

Lora模型

PCR(测试lora本体)

blindbox_V1Mix

zhongliLoraCollection_zhongliHard

eulAV4-000082

Mecha

Add_detail

Embedding模型

ng_deepnegative_v1_75t

EasyNegative

实际使用案例

大模型:anything-v5-PrtRE

Lora:add_detail  权重:1

Lora:PCR  权重:0.9

Lora:Mecha  权重:0.3

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:1.3), purah, smile

armor,1girl_knight,full body,  <lora:Mecha:0.3>,A long large cloak that grows to the ground,Gothic,

, CHIBI

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1462363529, Size: 600x800

大模型:abyssorangemix2SFW

Lora:add_detail  权重:1

Lora:PCR  权重:1

Lora:Mecha  权重:0.3

Lora:kleeGenshinImpact  权重:0.5

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, purah, smile

armor,1girl_knight,full body,  <lora:Mecha:0.5>,A long large cloak that grows to the ground,Gothic,PCR,

CHIBI,

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 210001806, Size: 600x800

大模型:abyssorangemix2SFW

Lora:add_detail  权重:1

Lora:PCR  权重:1

Lora:Mecha  权重:0.5

Lora:tachi_e  权重:0.9

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, purah, smile

armor,1girl_knight,full body,  <lora:Mecha:0.5>,A long large cloak that grows to the ground,Gothic,PCR,blindbox,

CHIBI,

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2930366419, Size: 600x800

大模型:revAnimated_v11

Lora:add_detail  权重:1

Lora:PCR  权重:1

Lora:Mecha  权重:0.5

Lora:tachi_e  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, (WHITE BACKGROUND:1.3), purah, smile

armor,1girl_knight,full body,  <lora:Mecha:0>,A long large cloak that grows to the ground,Gothic,PCR,CHIBI,CHIBI,

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 136928010, Size: 600x800

大模型:anything-v5-PrtRE

Lora:add_detail  权重:1

Lora:PCR  权重:0.9

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, smile

armor,1girl_knight,full body,  <lora:Mecha:0>,A long large cloak that grows to the ground,Gothic,

PCR, CHIBI

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2662640065, Size: 600x800

大模型:revAnimated_v11

Lora:add_detail  权重:1

Lora:PCR  权重:0.75

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, smile,

1girl,full body,detailed face,(beautiful and detailed eyes:1.1),bright pupils, (glowing eyes:1.21),solo,lightblue hair,long hair,dress,travelling,many flowers on the solo, white,blue eyes, volumetric light,shadow, dreamy,autumn, autumn leaves, falling leaves, ginkgo leaf,leaf,leaf print, maple leaf, sweet potato, acorn, hauchiwa, tree,

PCR, CHIBI

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 993775384, Size: 600x800

还原度对比

原始画风:

大模型:anything-v5

大模型:ghostmix

大模型:CounterfeitV30

大模型:SXZluma

阶段结论

从还原度出发,对比结果上好的出奇,基本能达到八成相似的程度,更换不同的大模型还能在保持原本画面的基础上换各种画风,可玩性很强。

提示词对照表

大模型:anything-v5-PrtRE

Lora:add_detail  权重:1

Lora:PCR  权重:0.9

Lora:Mecha  权重:0.3

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:1.3), purah, smile

armor,1girl_knight,full body,  <lora:Mecha:0.3>,A long large cloak that grows to the ground,Gothic,

, CHIBI

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1462363529, Size: 600x800

对照表

阶段结论

触发词方面,官方建议使用的是“chibi”与“PCR”,在对比测试中chibi的效果更加明显,配合使用后人物身体比例会更接近Q版。

大模型测试

基础信息

大模型:如下图对照表所示

Lora:add_detail  权重:1

Lora:PCR  权重:0.9

Lora:Mecha  权重:0.3

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:1.3), purah, smile

armor,1girl_knight,full body,  <lora:Mecha:0.3>,A long large cloak that grows to the ground,Gothic,PCR,CHIBI,

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1462363529, Size: 600x800

对照表

阶段结论

大模型测试中这款lora表现出了极强的兼容性,几乎可以在任何情况下都展现出它控制人物身体比例的能力。即便是在类照片模型的情况下依然发挥作用,并可以使人物形象呈现幼态。测试中除了超写实风格的realisticVision之外,所有模型都兼容的很好。

兼容性测试

人物lora测试(优菈

基础信息

大模型:abyssorangemix2SFW

Lora:add_detail  权重:1

Lora:PCR  权重:0.9

Lora:eulAV4-000082  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, detailed background, purah, smile,PCR,eula \(genshin impact\),

CHIBI,(black thigh boots), close-up, (short_blue_hair),blue eyes, Asymmetrical hairstyle,(full body:1.2),

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,nede, naked

Steps: 25,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 3330275820, Size: 600x800

对照图

人物lora测试(钟离

基础信息

大模型:abyssorangemix2SFW

Lora:add_detail  权重:1

Lora:PCR  权重:0.9

Lora:zhongliLoraCollection_zhongliHard  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, detailed background, smile,PCR,CHIBI,(full body:1.2),

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

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,nede, naked

Steps: 25,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1960692272, Size: 600x800

对照图

画风lora测试(盲盒)

基础信息

大模型:abyssorangemix2SFW

Lora:add_detail  权重:1

Lora:PCR  权重:0.9

Lora:blindbox_V1Mix  权重:0.5

Lora:Mecha  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, detailed background, purah, smile

armor,1girl_knight,full body,  <lora:Mecha:0.5>,A long large cloak that grows to the ground,Gothic,PCR,blindbox,

CHIBI,

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2930366419, Size: 600x800

对照图

阶段结论

兼容性方面使用了原神尤拉,钟离两个人物lora进行测试。

测试结果非常好,lora生效的同时人物的特征也得到了完善的保留。从图表上看,如果抬高人物lora的生成权重有可能导致身体比例的变化不生效,同比提高它的权重可以解决这个问题。

实际使用时,建议公主连结Q版小人lora权重:0.7-1.0人物lora权重:0.6-0.8

画风兼容性测试使用了盲盒lora。

能感觉到它与不同画风的lora也有着不错的相性,使用盲盒lora之后呈现明显的玩具质感。值得一提的是,它和盲盒lora的触发词都是Chibi,一起使用时的兼容性可能相对其他画风lora会更好。

建议公主连结Q版小人lora权重:0.7-1.0盲盒lora权重:0.7-1.0

图生图测试

图生图

基础信息

大模型:anything-v5-PrtRE

Lora:add_detail  权重:1

Lora:PCR  权重:0.9

嵌入式:EasyNegative  权重:0.7

嵌入式:ng_deepnegative_v1_75t  权重:1

正:

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

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: 35,Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2172456246, Size: 448x672

对照

阶段结论

图生图测试中显示出的效果不尽人意,基本只有底模型发挥了作用。按照测试结果,除了相同画风的情况,不建议任何情况使用它进行图生图。

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