前言

对武器原画设计lora的全面评测

从事美术相关职业的小伙伴们一定对武器装备的原画不陌生，几乎大部分的游戏项目在前期都需要由原画来确定风格，进而制作游戏内容。而原画设定本身，在游戏的运营宣传中也会起到重要的物料作用。

这次带来的武器设定lora就可以为这部分的工作提供便利。lora的主要功能是生成以“斧”，“刀”，“剑”为主的武器设定，通过调整词缀的方式让武器呈现不同的外观设计与特效。不过要注意的是，这个lora的作者说明lora还处于早期阶段，目前也只能设计有限的几种武器样式。在测试中尝试下来也确实如作者所说，想要更多类型的武器可能还得期待作者接下来的更新。

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因为b站的文档只能更新三次，并且没有目录功能，故后续更新在知乎进行。推荐阅读知乎版本，确保版本一致与阅读体验。

知乎文档链接：

https://zhuanlan.zhihu.com/p/634270686?

下载链接

大模型链接：

链接：https://pan.baidu.com/s/12ARRQ82iJWjocsgeX7jywg?pwd=rsqw

提取码：rsqw

Lora/Embedding链接：

链接：https://pan.baidu.com/s/1bYSFkGQIf7dhqpxyPmtSRg?pwd=mfo8

提取码：mfo8

图包链接：

链接：https://pan.baidu.com/s/1_tMqQPp9FfpDYwmyEOcWqQ?pwd=2k1o

提取码：2k1o

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

Pecha_Swords_LORA_V1.1（武器lora本体）

blindbox_V1Mix

Steampunkcog

Add_detail

Embedding模型

ng_deepnegative_v1_75t

EasyNegative

实际使用案例

大模型：abyssorangemix2SFW

Lora：Pecha_Swords_LORA_V1.1  权重：0.8

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of steampunk Bone Axe in Painting Comix art style,

yellow eye, (tentacles:1.3),

copper tube,(gear:1.38),rivet,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: Euler a, CFG scale: 7, Seed: 145068075, Size: 600x800

大模型：abyssorangemix2SFW

Lora：Pecha_Swords_LORA_V1.1  权重：0.8

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of steampunk Bone Axe in Painting Comix art style,

yellow eye, (tentacles:1.3),

copper tube,(gear:1.38),rivet,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: Euler a, CFG scale: 7, Seed: 145068089, Size: 600x800

大模型：sxzLuma_098VAE

Lora：Pecha_Swords_LORA_V1.1  权重：0.8

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of steampunk Bone Axe in Painting Comix art style,

yellow eye, (tentacles:1.3),

copper tube,(gear:1.38),rivet,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: Euler a, CFG scale: 7, Seed: 3299447727, Size: 600x800

大模型：anything-v5-PrtRE

Lora：Pecha_Swords_LORA_V1.1  权重：0.8

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of steampunk Bone Axe in Painting Comix art style,

yellow eye, (tentacles:1.3),

copper tube,(gear:1.38),rivet,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: Euler a, CFG scale: 7, Seed: 427546672, Size: 600x800

大模型：sxzLuma_098VAE

Lora：Pecha_Swords_LORA_V1.1  权重：0.8

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of steampunk Bone Axe in Painting Comix art style,

red eye, (lava:1.3),

gold,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: Euler a, CFG scale: 7, Seed: 415735911, Size: 600x800

大模型：sxzLuma_098VAE

Lora：Pecha_Swords_LORA_V1.1  权重：0.8

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of steampunk Bone Axe in Painting Comix art style,

red eye, (feather:1.3),

copper tube,(gear:1.38),rivet,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: Euler a, CFG scale: 7, Seed: 1185891433, Size: 600x800

提示词对照表

石剑

基础信息

大模型：abyssorangemix2SFW

Lora：Pecha_Swords_LORA_V1.1  权重：0.85

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,no humans,

grey theme,

Game Art of stone sword  in Painting Comix art style,

(stone sword grey blade with Gravel emanating from it),

A long sword made of stones,floating gravel,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: DPM++ 2S a Karras, CFG scale: 7, Seed: 1677263262, Size: 600x800

对照表

电剑

基础信息

大模型：abyssorangemix2SFW

Lora：Pecha_Swords_LORA_V1.1  权重：0.85

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,no humans,

purple theme,

Game Art of  lightning sword  in Painting Comix art style,

sword purple lightning blade with chained lightning emanating from it,

long sword,Lightning surround,Purple gemstone,Iron carving,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: DPM++ 2S a Karras, CFG scale: 7, Seed: 10056026, Size: 600x800

对照表

风剑

基础信息

大模型：abyssorangemix2SFW

Lora：Pecha_Swords_LORA_V1.1  权重：0.85

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,no humans,

chartreuse theme,

Game Art of  wind sword  in Painting Comix art style,

Chartreuse long sword intertwined by strong wind,

long sword,chartreuse gemstone,Wind entanglement,Visible Wind

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: DPM++ 2S a Karras, CFG scale: 7, Seed: 10056026, Size: 600x800

对照表

机械剑

基础信息

大模型：sxzLuma_098VAE

Lora：Pecha_Swords_LORA_V1.1  权重：0.8

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of steampunk Bone sword in Painting Comix art style,

yellow eye, (tentacles:1.3),

copper tube,(gear:1.38),rivet,

COG,copper tube, rivet,Steampunk art Style,red cloth,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: DPM++ 2M a Karras, CFG scale: 7, Seed: 3892860486, Size: 600x800

对照表

触手骨剑

基础信息

大模型：sxzLuma_098VAE

Lora：Pecha_Swords_LORA_V1.1  权重：0.8

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of Bone Cleaver in Painting Comix art style,

yellow eye, (tentacles:1.3), red cloth,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: DPM++ 2M a Karras, CFG scale: 7, Seed: 3770683802, Size: 600x800

对照表

花枝斧头

基础信息

大模型：sxzLuma_098VAE

Lora：Pecha_Swords_LORA_V1.1  权重：0.95

Lora：add_detail  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),Trending on Artstation,

Game Art of Axe in Painting Comix art style,

(axe with many flowers and boughs:1.5),

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: DPM++ 2S a Karras, CFG scale: 7, Seed: 879764171, Size: 600x800

对照表

阶段结论

这个lora最亮眼的表现是：使用不同的提示词配方，可以让武器呈现天马行空的设计。在使用过程中，可以通过“sword”，“cleaver”，“axe”来基础控制外形。

测试中还发现，可以使用句子“Game Art of '道具描述' in Painting Comix art style”来对武器外貌进行更细致的定义。例如使用Game Art of Bone sword in Painting Comix art style，就可以让AI在设计武器的过程中更多的使用骸骨元素。

如果需要额外的特效，还可以加上诸如“sword poisoned green blade with liquid splashes emanating from it”，这句话的意思是“剑毒青刃，流光溢彩”，可以让武器呈现毒元素，并缠绕着毒液。

如果不擅长英语的话，可以把这个句子粗暴的拆开，"sword"替换成你想要的主体，“poisoned green blade”替换成你想要的特效效果，例如通过“sword fire red blade ”把毒刃换成火刃。然后把“liquid splashes emanating”换成你想要的特效效果，例如通过“Spark Splash”把毒液换成火星。

不过要注意的是，提示词越多，画面的稳定性越差，可能会出现诸如变形或背景中出现杂物等情况，所以不推荐使用过多的提示词，选词需要斟酌一下。

lora的权重主要体现在权重越大，画面越倾向生成干净的背景与武器本体。控制在0.5~1.2之间会比较好。

按照这套思路，可以通过优化材质，添加纹饰，添加特效等方式，让同一把武器呈现不同稀有度梯度。作为美术工作创造灵感的部分，应该可以起到非常好的效果。

但这个lora本身仍存在一些缺陷，最明显一点是图像剪影不可控，混杂的形体极大降低了出图率。但提前准备好武器的剪影图，使用controlnet与图生图都可以极大程度的解决这个问题。

这里尝试了几种配方，分别是，石剑，电剑，风剑，机械剑，触手骨剑和花枝斧头。提示词与图包放在专栏与评论区置顶，希望能让你得到启发。

大模型测试

基础信息

大模型：如下图对照表所示

Lora：Pecha_Swords_LORA_V1.1  权重：1.1

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,no humans,

Red theme,

Game Art of  fire sword  in Painting Comix art style,

A winged hand guard sword with flames splattering on its body,

long sword,red eyes in the sword

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: DPM++ 2S a Karras, CFG scale: 7, Seed: 1638376735, Size: 600x800

对照表

阶段结论

在测试结果中，只要画风偏向绘画，无论是写实还是赛璐璐风格的大模型都有不错的效果，但不适合使用超写实照片类的大模型。这里比较推荐官方建议的sxzluma作为生成模型，效果会更加细腻。在测试中也发现anything会让生成的武器呈现一种近似“黑帝斯”的画风，也是一种不错的选择。

兼容性测试

画风lora测试（盲盒）

基础信息

大模型：abyssorangemix2SFW

Lora：Pecha_Swords_LORA_V1.1  权重：0.6-1.1

Lora：blindbox_V1Mix  权重：0.6-1.1

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,no humans,

blue theme,chibi,

Game Art of  ice sword  in Painting Comix art style,

sword ice blue blade with water splashes emanating from it,

long sword,Blue ice crystal,gemstone,Sharp decorations

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler: DPM++ 2S a Karras, CFG scale: 7, Seed: 1977454478, Size: 600x800

对照图

阶段结论

这次的兼容性测试仅仅使用了盲盒lora，效果有限。使用画风lora时需要较大的权重才会产生效果，不太建议使用。如果一定要使用，盲盒lora的权重推荐0.8以上，并一定程度降低武器lora的权重，会呈现比较明显的塑料质感。

推荐武器lora权重0.6~1.1，盲盒lora权重不低于0.6。

图生图测试

图生图

基础信息

大模型：abyssorangemix2SFW

Lora：Pecha_Swords_LORA_V1.1  权重：0.7-0.9

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of Bone Cleaver in Painting Comix art style,

yellow eye, (tentacles:1.3), red cloth,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler:DPM++ 2M Karras, CFG scale: 7, Seed: 2463131394, Size: 600x800

对照表

生成图小幅度修改

基础信息

大模型：abyssorangemix2SFW

Lora：Pecha_Swords_LORA_V1.1  权重：0.8

嵌入式：EasyNegative  权重：1

嵌入式：ng_deepnegative_v1_75t  权重：1

正：

(masterpiece, best quality:1.3),Trending on Artstation,

Game Art of Bone Cleaver in Painting Comix art style,

yellow eye, (tentacles:1.3), red cloth,

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,(neked),(NSFW), EasyNegative

Steps: 25, Sampler:DPM++ 2M Karras, CFG scale: 7, Seed: 3981783231, Size: 600x800

对照表

阶段结论

图生图测试中表现出了非常有趣的作用，在有原图作为底图的情况下，随着重绘幅度与权重的提高，可以在普通的刀上附加上词缀的设计。并且，如果你在文生图中如果跑出了自己非常喜欢的设计，但对细节不满意，也可以把文生图的图直接拖入图生图进行重新设计。