前言

這款lora的主要作用是生成q版大頭娃娃表情包，雖然作者并沒有給出訓練集的數(shù)據(jù)，但據(jù)lora標題我猜測，作者應該是使用了原神表情貼紙作為原始訓練集。

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生成效果非常不錯，不僅是原神人物，即便是非原神的人物也能在保持其特征的情況下將其轉換成一樣的大頭娃娃表情包。我感覺，用熱門ip人物形象訓練成lora，再結合這個lora把人物定制成微信表情包，可能也是個不錯的變現(xiàn)手段。

下載鏈接

大模型鏈接：

鏈接：https://pan.baidu.com/s/14r1_Y7skbOnxDmCexDxXgA?pwd=3mou

提取碼：3mou

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Lora/Embedding鏈接：

鏈接：https://pan.baidu.com/s/1oot3sRq5TYPApGI9qMR_lg?pwd=vir6

提取碼：vir6

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圖包鏈接：

鏈接：https://pan.baidu.com/s/1-6EcUZc6TBijJvNEMffKvQ?pwd=j8kh

提取碼：j8kh

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交流群

qq群：697080799

微信群:

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測試中使用的模型

CKPT大模型

abyssorangemix2SFW

anything-v5

Chilloutmix

realisticVision

revAnimated_v11

cetusMix

Lora模型

gstamp_02（測試lora本體）

blindbox_V1Mix

zhongliLoraCollection_zhongliHard

kleeGenshinImpact

Add_detail

y2b_v2-1

Mecha

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Embedding模型

ng_deepnegative_v1_75t

EasyNegative

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實際使用案例

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大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：1

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),

white on side up ponytail, green highlight, hair ornament, four leaf clover, green eyes, pupil is a cross pattern, tareme, happy face, blush, smiling,

CHIBI,(big head, close-up face), (upper body),emoji, emote,Smiley face,happy,white background,simple background,thick outline,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2951700620, Size: 512x512

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大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：1

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),

blonde hair, (red eyes), t-shirt, smile, 1girl, long hair, short sleeves, shorts, cute, (white background),sitting, long hair,CHIBI,(big head, close-up face), (upper body),emoji, emote,

Smiley face,happy,white background,simple background,thick outline,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1462575519, Size: 512x512

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大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：1

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),red hair, (red eyes), t-shirt,1girl, long hair, short sleeves, shorts, cute, (white background),sitting, long hair,

CHIBI,(big head, close-up face), (upper body),emoji, emote,cry,sad,white background,thick outline,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2865059948, Size: 512x512

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大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：1

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),

red hair, (red eyes), t-shirt,1girl, long hair, short sleeves, shorts, cute, (white background),sitting, long hair,CHIBI,(big head, close-up face), (upper body),emoji, emote,sad,white background,thick outline,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 754501790, Size: 512x512

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大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：1

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),brown hair, pure light blue eyes,CHIBI,(big head, close-up face), (upper body),emoji, emote,Sweat face,white background,thick outline,PCR, CHIBI

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 651572061, Size: 512x512

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大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：1

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(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,white background,simple background,thick outline,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 4033805806, Size: 512x512

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提示詞對照表

大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：1

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3), (upper body),thick outline,

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1girl,red hat,blonde hair,

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happy,Smiley face,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 1988309810, Size: 512x512

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對照表

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階段結論

觸發(fā)詞tag相對寬泛。

如果想要更好更方便摳圖的純色背景，使用simple backgrond與white background。

如果要穩(wěn)定構圖，加上close up face與upper body就能讓人物穩(wěn)定只出上半身的圖。

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表情包測試

笑(Smiley face)

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悲傷(Sad face)

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調皮(Grimace face)

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害羞(Sweat face)

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驚訝(Astonished face)

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哭(cry face)

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困(Sleepy face)

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階段結論

既然是表情包，不同表情的生成效果自然也非常重要。我嘗試了從開心到悲傷等多種表情的生成，基本都能有不錯的表現(xiàn)效果，大家在使用的時候也可以多多嘗試不同種的表情。

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大模型測試

基礎信息

大模型：如下圖對照表所示

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：1

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),CHIBI,(big head, close-up face), (upper body),emoji, emote,white background,simple background,thick outline,

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1girl,red hat,blonde hair,

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happy,Smiley face,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2746976648, Size: 512x512

對照表

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階段結論

在大模型測試中，這款lora表現(xiàn)出了不錯的兼容性，即便是類照片大模型情況下依然有不錯的效果。除了realisticvision之外，對其他畫風兼容的都很好。

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兼容性測試

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人物lora測試（2B）

基礎信息

大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：0.7

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),

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HM2B, BLACK BLINDFOLD, COVERED EYES, MOLE UNDER MOUTH, CLOTHING CUTOUT, LONG SLEEVES, PUFFY SLEEVES, JULIET SLEEVES, FEATHER TRIM, BLACK THIGHHIGHS, BLACK GLOVES, BLACK DRESS, BLACK SKIRT,

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CHIBI,(big head, close-up face), (upper body),emoji, emote,

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Smiley face,happy,

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white background,

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simple background,

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thick outline,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2888620122, Size: 512x512

對照圖

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人物lora測試（可莉）

基礎信息

大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：0.7

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),

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1girl,red hat,blonde hair,

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CHIBI,(big head, close-up face), (upper body),emoji, emote,

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Smiley face,happy,

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white background,

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simple background,

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thick outline,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2734360778, Size: 512x512

對照圖

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人物lora測試（鐘離）

基礎信息

大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：0.7

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),CHIBI,(big head, close-up face), (upper body),emoji, emote,white background,simple background,thick outline,

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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,

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happy,Smiley face,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2639136916, Size: 512x512

對照圖

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畫風lora測試（盲盒）

基礎信息

大模型：anything-v5-PrtRE

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Lora：add_detail??權重：1

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Lora：gstamp_02-000008 ?權重：1

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嵌入式：EasyNegative??權重：0.7

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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(masterpiece, best quality:1.3),CHIBI,(big head, close-up face), (upper body),emoji, emote,white background,simple background,thick outline,

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armor,1girl_knight,A long large cloak that grows to the ground,Gothic,blindbox,

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happy,Smiley face,

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負：

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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,

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 4184112327, Size: 512x512

對照圖

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階段結論

測試結果非常好，除了權重對它的影響成謎，好像在所有數(shù)值情況下的表現(xiàn)都大差不差。按照經驗判斷，如果在一些生成情況不太理想的大模型環(huán)境下，加高權重可能更有利于轉化人物身體比例。

這里表情包lora權重推薦：0.7-1,人物lora權重推薦：0.6-0.9

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這款lora在畫風覆蓋的表現(xiàn)上相當?shù)陌缘?，不推薦與任何畫風lora兼容使用，如果一定要用，最好在保持畫面穩(wěn)定的前提下開低這款lora的權重。

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圖生圖測試

基礎信息

大模型：anything-v5-PrtRE

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Lora：AddNet ????權重：1

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Lora：gstamp_02-000008 ?權重：0.5

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嵌入式：EasyNegative??權重：0.7

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嵌入式：ng_deepnegative_v1_75t??權重：1

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正：

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masterpiece, best quality,

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

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

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負：

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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

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Steps: 35,?Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2835120182, Size: 609x882

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對照表

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階段結論

所有會改變人物身體比例的lora一樣，這款lora也不適合圖生圖。這里不做推薦。

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