接測試標準文檔：https://zhuanlan.zhihu.com/p/650513989

配合測試文檔：

https://zhuanlan.zhihu.com/p/650514108

https://zhuanlan.zhihu.com/p/650514470

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Tag配方選擇標準

測試中使用的tag配方將符合“穩(wěn)定”，“泛用”，“特征明顯”等標準。

測試中使用的tag配方將僅描述畫面質量，主體細節(jié)，剔除所有與風格相關的提示詞。

Tag配方

1.簡單tag

人物：1girl，solo

場景：outdoor/indoor

質量提示詞：masterpiece,best quality,

簡單tag目的是通過完全不給提示的方式，測試訓練集中的元素。

低tag情況下，模型依然會在畫面中重復相同的元素，結合復雜tag測試之后的效果，可以判斷其是否產生了模型污染的情況。

2.復雜tag——水手服女孩

tag中不包含風格提示詞，對應不同lora測試需要自行添加

正面：

masterpiece,best quality,
（畫風提示詞）
1girl,solo,
(long hair,ponytail,sailor shirt,sailor collar,pleated skirt,scarf,student,bespectacled,small breasts),
(black hair),(red scarf),
smile,blush,
standing,looking at viewer,cowboy shot,
Soft Lighting,strong rim light,Beautiful Lighting,
outdoors,day,cloudy sky,lens flare,garden,building,flower,
負面：

(nsfw:1.3),holding,eyewear on head,logo,text,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,poorly drawn hands,mutated hands and fingers,disfigured,poorly drawn face,mutated,extra limb,ugly,missing limb,floating limbs,disconnected limbs,malformed hands,long neck,out of focus,long body,

參數(shù)：
Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 3145483840, Size: 512x823,

基礎樣式圖例：

測試大模型應用圖例：

3.復雜tag——牛仔服男孩

tag中不包含風格提示詞，對應不同lora測試需要自行添加

正：

masterpiece,best quality,
（風格提示詞）
(1man,solo),
cowboy shot,standing on one leg,
Soft Lighting,strong rim light,
(mature man,short hair, western, denim jacket,hand in the pocket, Straw hat,jeans, ),
smile,
outdoors, farm, haystack,hand on railing, cloudy sky,dusk,
負面：

large breasts,(girl),(femdom),logo,text,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,poorly drawn hands,mutated hands and fingers,disfigured,poorly drawn face,mutated,extra limb,ugly,missing limb,floating limbs,disconnected limbs,malformed hands,long neck,out of focus,long body,

參數(shù)：
Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2623218506, Size: 512x823,

基礎圖例：

測試大模型應用圖例：

4.配合神里綾華人物lora使用的tag

4.1高tag

使用lora：AyakaKamisato:1

正：

masterpiece,best quality,

（風格提示詞）

kamisato ayaka,1girl,long hair,blue hair,ponytail,hair ribbon, hair ornament,mole under eye, blue eyes,breastplate,armor, short sleeves,japanese clothes,blue skirt, tassel,gloves, arm guards, official alternate costume, 1girl,blue hair,short hair,hat,hair ornament,blue eyes,mole under eye,hair flower,jewelry, long sleeves, puffy sleeves, bow,sidelocks, braid,ribbon,blue dress,white pantyhose,
<lora:AyakaKamisato:1>,
smile,blush,
standing,looking at viewer,cowboy shot,
Soft Lighting,strong rim light,Beautiful Lighting,
outdoors,day,cloudy sky,
負：

(nsfw:1.3),logo,text,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,poorly drawn hands,mutated hands and fingers,disfigured,poorly drawn face,mutated,extra limb,ugly,missing limb,floating limbs,disconnected limbs,malformed hands,long neck,out of focus,long body,

參數(shù)：
Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 2842327049, Size: 512x823,

基礎圖例：

測試大模型應用圖例：

4.2低tag

使用lora：神里綾華:1

正：

masterpiece,best quality,
（風格提示詞）
1girl,solo,
<lora:神里綾華:1>,Kamisato Ayaka \(genshin impact\),
smile,blush,
standing,looking at viewer,cowboy shot,
Soft Lighting,strong rim light,Beautiful Lighting,
outdoors,day,cloudy sky,
負：

(nsfw:1.3),logo,text,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,poorly drawn hands,mutated hands and fingers,disfigured,poorly drawn face,mutated,extra limb,ugly,missing limb,floating limbs,disconnected limbs,malformed hands,long neck,out of focus,long body,
參數(shù)：

Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 82068747, Size: 512x823

基礎圖例：

測試大模型應用圖例：

5.配合漢服lora使用的tag

使用lora：

hanfuSongStyle30:0.3

taiwanDollLikeness_v20:0.3

正：

masterpiece,best quality,
（風格提示詞）
1girl,solo,
<lora:hanfuSongStyle30:0.3>,
<lora:taiwanDollLikeness_v20:0.3>,
(hanfu, song style, long shan,pleated skirt),
(black hair,long hair,hairpin), small breasts,
red theme,
smile,blush,
standing,looking at viewer,cowboy shot,
Soft Lighting,strong rim light,
outdoors, flower, day, cloudy sky, Chinese style courtyard,against railing,
負：

(nsfw:1.3),logo,text,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,poorly drawn hands,mutated hands and fingers,disfigured,poorly drawn face,mutated,extra limb,ugly,missing limb,floating limbs,disconnected limbs,malformed hands,long neck,out of focus,long body,

參數(shù)：
Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 3163116915, Size: 512x823

基礎圖例：

測試大模型應用圖例：

6.配合水墨風lora使用的tag

使用lora：

正：

masterpiece,best quality,

1girl,solo,
<lora:MoXinV1:0.7>,
<lora:shukezouma_v1_1:0.8>,
(shuimobysim,wuchangshuo,bonian,zhenbanqiao,badashanren:1.1),
black hair, long hair, brown eyes, ponytail, simple clothes, hanfu, smooth skin, bare legs, one arm up, socks, grabbing, looking afar plant, peach blossom, petals, flowers,
負：

(nsfw:1.3),logo,text,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,poorly drawn hands,mutated hands and fingers,disfigured,poorly drawn face,mutated,extra limb,ugly,missing limb,floating limbs,disconnected limbs,malformed hands,long neck,out of focus,long body,

參數(shù)：
Steps: 20, Sampler: DPM++ SDE Karras, CFG scale: 7, Seed: 4178319057, Size: 512x823

基礎圖例：

測試大模型應用圖例：

其他的等我后續(xù)再更新上去吧