I had initially created a series of wildcards to depict women of various races, posted to https://civitai.com/models/1613008/beautiful-races-with-descriptions, and it is still a very nice series but I wanted something more. So I decided to create a series of Embeddings of the various races. I have been playing with Automatic1111 in an SD1.5 environment but have recently started using PONY checkpoints in the same setup, which has resulted in some amazingly life-like images!

Each zip file includes the racial Embedding files for that ethnicity as well as the wildcard list that they were created from. This allows you to place the txt file into your wildcard folder to run the Embeddings as a wildcard set, as-is, as well as modify (or create) the Embeddings as you see fit to make your own versions that suit your particular needs more accurately.

I will expand this description as I go along to add in the SDXL Styles that I created for use with each of these regional races as well as add more details and additional information that may be relevant or useful.

SDXL Styles for these Embeddings:

Add these entries to your sdxl_styles.json file (double check all of the syntax to make sure the format matches your existing format, and modify as necessary!)

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{

"name": "african_beauty",

"prompt": "(masterpiece, best quality), stunning African woman, rich dark skin tones, radiant lighting, symmetrical face, high cheekbones, full lips, natural textured hair or braided styles, elegant posture, cultural clothing or modern fashion, cinematic realism, ultra detailed skin, realistic eyes, trending on artstation, {prompt}",

"negative_prompt": "(low quality, worst quality, poorly drawn face, bad anatomy, distorted hands, unrealistic skin texture, extra limbs, watermark, text, jpeg artifacts)"

},

{

"name": "arab_beauty",

"prompt": "(masterpiece, best quality), beautiful Arab woman, olive or warm skin tones, symmetrical face, almond-shaped eyes, flowing dark hair, traditional or elegant modern clothing, desert-inspired lighting, refined features, cinematic beauty, trending on artstation, detailed fabrics, {prompt}",

"negative_prompt": "(low quality, poorly drawn face, asymmetrical features, unrealistic lighting, bad anatomy, artifacts, text, watermark)"

},

{

"name": "central_american_beauty",

"prompt": "(masterpiece, best quality), beautiful Central American woman, bronze or tan skin, expressive dark eyes, thick wavy or curly hair, vibrant traditional fabrics or modern fashion, colorful background, soft natural lighting, elegant features, trending on artstation, realistic skin texture, {prompt}",

"negative_prompt": "(low detail, worst quality, poor anatomy, facial distortion, blurry, artifacts, text, logo)"

},

{

"name": "chinese_beauty",

"prompt": "(masterpiece, best quality), stunning Chinese woman, flawless pale to fair golden skin, delicate features, dark straight hair, graceful posture, traditional hanfu or modern fashion, cinematic elegance, soft lighting, almond eyes, trending on artstation, clean background, {prompt}",

"negative_prompt": "(low quality, poor detail, bad proportions, distorted face, unrealistic skin tone, text, watermark)"

},

{

"name": "european_beauty",

"prompt": "(masterpiece, best quality), beautiful European woman, fair to light olive skin, symmetrical face, straight or wavy hair, classic bone structure, modern or period fashion, cinematic portrait lighting, highly detailed skin and eyes, professional fashion style, trending on artstation, {prompt}",

"negative_prompt": "(low resolution, blurry face, bad hands, bad anatomy, distorted features, watermarks, text, logo)"

},

{

"name": "indian_beauty",

"prompt": "(masterpiece, best quality), stunning Indian woman, warm brown skin tones, expressive dark eyes, traditional jewelry, flowing dark hair, colorful saree or lehenga, cultural elegance, cinematic lighting, detailed embroidery, symmetrical face, trending on artstation, {prompt}",

"negative_prompt": "(low detail, worst quality, unrealistic features, messy clothing, poor anatomy, watermark, text)"

},

{

"name": "native_american_beauty",

"prompt": "(masterpiece, best quality), beautiful Native American woman, rich warm skin tone, traditional attire or modern fashion, expressive deep eyes, long dark hair, culturally respectful design, natural lighting, forest or mountain setting, soft shadows, trending on artstation, {prompt}",

"negative_prompt": "(bad anatomy, low detail, unrealistic features, offensive stereotypes, poorly drawn face, text, watermark)"

},

{

"name": "pacific_islander_beauty",

"prompt": "(masterpiece, best quality), beautiful Pacific Islander woman, golden to deep brown skin, strong elegant features, flowing dark hair, tropical clothing or woven textiles, natural beach or island background, sunlight and shadows, cinematic style, symmetrical face, trending on artstation, {prompt}",

"negative_prompt": "(low quality, poor facial structure, unrealistic tones, distorted hands, text, logo, jpeg artifacts)"

},

{

"name": "south_american_beauty",

"prompt": "(masterpiece, best quality), gorgeous South American woman, tan to bronze skin, striking features, wavy or curly hair, colorful fashion, warm lighting, cultural background or modern elegance, highly detailed textures, confident posture, trending on artstation, {prompt}",

"negative_prompt": "(bad anatomy, blurry face, poor composition, unrealistic detail, artifacts, text, watermark)"

},