metadata
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- flux
- dev
- polygon
- 3d
- character
widget:
- text: >-
Create a hyper-realistic 3D polygon character portrait of a woman in her
early 30s with short, tousled platinum blonde hair. She has piercing blue
eyes, pale skin with subtle freckles, and a sharp jawline. She wears a
black leather jacket over a simple white t-shirt, giving off a
contemporary, urban vibe. Her expression is confident and slightly
rebellious, with a smirk playing on her lips. The lighting is dramatic,
casting shadows on one side of her face and highlighting the texture of
her skin and the gloss on her lips. The background is a cityscape at night
with blurred lights, adding to the modern and edgy atmosphere.
output:
url: images/999.webp
- text: >-
Create a highly realistic 3D polygon character portrait of an elderly man
with gray hair and a well-kept beard. He has light blue eyes, deep facial
wrinkles, and a kind but thoughtful expression. His skin shows signs of
age with age spots and subtle imperfections, and he’s wearing a brown
sweater. The lighting is soft and natural, emphasizing the wisdom and
experience in his face. The background is a cozy indoor setting with warm
tones.
output:
url: images/888.webp
- text: >-
Generate a 3D polygon character portrait of a young woman in her late 20s
with long, wavy red hair and fair skin covered in freckles. She has bright
green eyes, a friendly smile, and a casual outfit—a light green sweater.
The lighting highlights her natural features, especially the freckles
across her nose and cheeks. The background is an outdoor park with
sunlight filtering through the trees, creating a warm, inviting
atmosphere.
output:
url: images/777.webp
- text: >-
Create a 3D polygon character portrait of a young athletic man in his
early 20s. He has short, curly black hair, dark brown eyes, and a
clean-shaven face. His muscular build is visible through a sleeveless
workout shirt, and his skin is glowing with sweat, hinting at recent
physical activity. His expression is focused and intense. The lighting is
dynamic, highlighting the contours of his muscles and the texture of his
skin. The background is a gym setting, slightly out of focus
output:
url: images/666.webp
- text: >-
Generate a 3D polygon character portrait of a woman in her mid-30s with a
polished, sophisticated look. She has sleek, straight black hair pulled
into a low bun, deep brown eyes, and a natural makeup look. Her skin is
smooth, with a subtle glow, and she’s wearing a high-necked dark blue
blouse. The lighting is soft and elegant, casting gentle highlights on her
face. The background is minimalist, with soft, blurred tones that don’t
distract from her poised expression.
output:
url: images/555.webp
- text: >-
Create a realistic 3D polygon character portrait of a middle-aged man with
a rugged appearance. He has short, dark hair with a bit of gray, a
well-groomed beard, and striking hazel eyes. His skin shows signs of aging
with visible lines, and he wears a black leather jacket. His expression is
serious, and the lighting highlights the texture of his skin and the
detail in his beard. The background is a dimly lit urban scene with soft
shadows.
output:
url: images/444.webp
- text: >-
Generate multiple side-angle shots of a highly realistic 3D polygon
character portrait of a woman with dark brown, slicked-back hair. She has
fair skin, full lips, and brown eyes with defined eyebrows. The facial
texture is incredibly detailed, showcasing subtle pores, slight
imperfections, and natural lighting on her skin. In the side angles, focus
on her profile, capturing the sharpness of her jawline, the shape of her
nose, and the texture of her hair. Keep the background neutral and simple,
with soft lighting that accentuates the contours of her face.
output:
url: images/333.webp
- text: >-
Create a realistic 3D polygon character portrait of a woman with blonde,
wavy hair that falls over her shoulders. She has light skin, full lips,
and striking green eyes. The woman is wearing elegant drop earrings and a
red, sleeveless dress with a subtle neckline. Her expression is neutral
yet confident. The lighting is soft and natural, emphasizing the texture
of her skin and the shine in her hair. The background is dark and simple,
keeping the focus on the woman’s face and upper body
output:
url: images/222.webp
- text: >-
Create a highly detailed, realistic 3D polygon character portrait of a
young man with piercing blue-green eyes, light stubble, and fair skin. He
is wearing a backward red cap and small hoop earrings in both ears. The
man has a serious expression, with slightly pursed lips. His hair is dark
and appears to be wet under the cap. The lighting is soft, highlighting
the texture of his skin, pores, and fine facial hair. The background is
dark and blurry, allowing the focus to remain on the face of the
character.
output:
url: images/111.webp
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: 3D Polygon
license: creativeml-openrail-m
Castor-Character-Polygon-LoRA-Flux
- Prompt
- Create a hyper-realistic 3D polygon character portrait of a woman in her early 30s with short, tousled platinum blonde hair. She has piercing blue eyes, pale skin with subtle freckles, and a sharp jawline. She wears a black leather jacket over a simple white t-shirt, giving off a contemporary, urban vibe. Her expression is confident and slightly rebellious, with a smirk playing on her lips. The lighting is dramatic, casting shadows on one side of her face and highlighting the texture of her skin and the gloss on her lips. The background is a cityscape at night with blurred lights, adding to the modern and edgy atmosphere.
- Prompt
- Create a highly realistic 3D polygon character portrait of an elderly man with gray hair and a well-kept beard. He has light blue eyes, deep facial wrinkles, and a kind but thoughtful expression. His skin shows signs of age with age spots and subtle imperfections, and he’s wearing a brown sweater. The lighting is soft and natural, emphasizing the wisdom and experience in his face. The background is a cozy indoor setting with warm tones.
- Prompt
- Generate a 3D polygon character portrait of a young woman in her late 20s with long, wavy red hair and fair skin covered in freckles. She has bright green eyes, a friendly smile, and a casual outfit—a light green sweater. The lighting highlights her natural features, especially the freckles across her nose and cheeks. The background is an outdoor park with sunlight filtering through the trees, creating a warm, inviting atmosphere.
- Prompt
- Create a 3D polygon character portrait of a young athletic man in his early 20s. He has short, curly black hair, dark brown eyes, and a clean-shaven face. His muscular build is visible through a sleeveless workout shirt, and his skin is glowing with sweat, hinting at recent physical activity. His expression is focused and intense. The lighting is dynamic, highlighting the contours of his muscles and the texture of his skin. The background is a gym setting, slightly out of focus
- Prompt
- Generate a 3D polygon character portrait of a woman in her mid-30s with a polished, sophisticated look. She has sleek, straight black hair pulled into a low bun, deep brown eyes, and a natural makeup look. Her skin is smooth, with a subtle glow, and she’s wearing a high-necked dark blue blouse. The lighting is soft and elegant, casting gentle highlights on her face. The background is minimalist, with soft, blurred tones that don’t distract from her poised expression.
- Prompt
- Create a realistic 3D polygon character portrait of a middle-aged man with a rugged appearance. He has short, dark hair with a bit of gray, a well-groomed beard, and striking hazel eyes. His skin shows signs of aging with visible lines, and he wears a black leather jacket. His expression is serious, and the lighting highlights the texture of his skin and the detail in his beard. The background is a dimly lit urban scene with soft shadows.
- Prompt
- Generate multiple side-angle shots of a highly realistic 3D polygon character portrait of a woman with dark brown, slicked-back hair. She has fair skin, full lips, and brown eyes with defined eyebrows. The facial texture is incredibly detailed, showcasing subtle pores, slight imperfections, and natural lighting on her skin. In the side angles, focus on her profile, capturing the sharpness of her jawline, the shape of her nose, and the texture of her hair. Keep the background neutral and simple, with soft lighting that accentuates the contours of her face.
- Prompt
- Create a realistic 3D polygon character portrait of a woman with blonde, wavy hair that falls over her shoulders. She has light skin, full lips, and striking green eyes. The woman is wearing elegant drop earrings and a red, sleeveless dress with a subtle neckline. Her expression is neutral yet confident. The lighting is soft and natural, emphasizing the texture of her skin and the shine in her hair. The background is dark and simple, keeping the focus on the woman’s face and upper body
- Prompt
- Create a highly detailed, realistic 3D polygon character portrait of a young man with piercing blue-green eyes, light stubble, and fair skin. He is wearing a backward red cap and small hoop earrings in both ears. The man has a serious expression, with slightly pursed lips. His hair is dark and appears to be wet under the cap. The lighting is soft, highlighting the texture of his skin, pores, and fine facial hair. The background is dark and blurry, allowing the focus to remain on the face of the character.
The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.
Model description
prithivMLmods/Canopus-LoRA-Flux-FaceRealism
Image Processing Parameters
| Parameter | Value | Parameter | Value |
|---|---|---|---|
| LR Scheduler | constant | Noise Offset | 0.03 |
| Optimizer | AdamW | Multires Noise Discount | 0.1 |
| Network Dim | 64 | Multires Noise Iterations | 10 |
| Network Alpha | 32 | Repeat & Steps | 27 & 1.9K+ |
| Epoch | 15 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 25+ [ Hi-RES ]
Data Source
https://search.muz.li/
Trigger words
You should use 3D Polygon to trigger the image generation.
You should use 3D Polygon Character to trigger the image generation.
Character Creation Prompts
| Character Type | Description |
|---|---|
| Hyper-Realistic Young Man | "Create a hyper-realistic polygon 3D portrait of a young man in his late 20s. He has short, dark hair, deep blue eyes, and light stubble on his face. He wears a red cap, slightly worn, with a casual, loose-fitting t-shirt. His expression is neutral, with a focused gaze. The lighting highlights his detailed facial textures, showing light freckles and a slight sheen on his skin, adding to the realism. The background is out of focus, with industrial elements, giving a gritty, urban feel." |
| Elegant Woman in a Red Dress | "Create a hyper-realistic polygon 3D portrait of an elegant woman in her early 30s. She has long, wavy blonde hair and wears a vibrant red evening gown with delicate earrings. Her expression is poised and confident, with soft makeup accentuating her features. The lighting highlights her clear skin and the slight shimmer of her dress. The background is a soft-focus dark texture, drawing attention to her serene yet powerful presence." |
| Realistic Woman with Wet Hair | "Create a hyper-realistic polygon 3D portrait of a woman in her late 20s with dark brown, wet hair slicked back. She has golden-brown eyes and subtle freckles on her face. She wears minimal makeup, and her skin shows natural imperfections, adding to the realism. Her expression is neutral yet focused, with slightly parted lips. The lighting is soft and even, emphasizing the texture of her skin and wet hair. The background is a simple gray gradient, keeping the focus on her." |
| Modern-Day Woman with Short Hair | "Create a hyper-realistic polygon 3D portrait of a woman in her early 30s with short, tousled platinum blonde hair. She has piercing blue eyes, pale skin with subtle freckles, and a sharp jawline. She wears a black leather jacket over a simple white t-shirt, giving off a contemporary, urban vibe. Her expression is confident and slightly rebellious, with a smirk playing on her lips. The lighting is dramatic, casting shadows on one side of her face and highlighting the texture of her skin and the gloss on her lips. The background is a cityscape at night with blurred lights, adding to the modern and edgy atmosphere." |
| Stylish Man with Beard and Glasses | "Create a hyper-realistic polygon 3D portrait of a man in his mid-30s with neatly trimmed brown hair and a full beard. He wears black-rimmed glasses and a navy-blue suit with a crisp white shirt. His expression is serious yet approachable, with a slight furrow in his brow. The lighting highlights the texture of his beard and the slight glare on his glasses. The background is a blurred modern office environment, giving a professional yet relaxed tone." |
Setting Up
import torch
from pipelines import DiffusionPipeline
base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
lora_repo = "prithivMLmods/Castor-Character-Polygon-LoRA"
trigger_word = "3D Polygon" # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
App File Structure
/project-root/
├── .gitattributes
├── README.md
├── app.py
├── pythonproject.py
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.