metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      A 3D Portrait cartoon depiction of a woman with long dark brown hair and
      brown eyes stands in front of a window. She is wearing a gray turtleneck,
      with her left hand resting on her head. Her right hand is touching her
      face, adding a touch of warmth to the scene. The background is a stark
      white wall, with a window on the left side of the image.
    output:
      url: images/1.webp
  - text: >-
      A 3D cartoon-style portrait of a man with short, wavy black hair and blue
      eyes, standing against a soft pastel-colored background. He is wearing a
      casual navy blue hoodie, with his right arm crossed over his chest, and
      his left hand raised to touch his chin thoughtfully. The background
      includes a large, arched window with light streaming through, creating a
      warm, cozy atmosphere
    output:
      url: images/2.webp
  - text: >-
      A 3D cartoon-style portrait of a young woman with medium-length blonde
      hair and green eyes, sitting in a cozy cafe. She is wearing a light pink
      sweater and holding a warm cup of coffee close to her face with both
      hands, creating a peaceful vibe. The background shows a wooden table and a
      window with raindrops, giving a cozy, rainy-day feel
    output:
      url: images/3.webp
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: 3D Portrait
license: creativeml-openrail-m

Castor-3D-Portrait-Flux-LoRA

Prompt
A 3D Portrait cartoon depiction of a woman with long dark brown hair and brown eyes stands in front of a window. She is wearing a gray turtleneck, with her left hand resting on her head. Her right hand is touching her face, adding a touch of warmth to the scene. The background is a stark white wall, with a window on the left side of the image.

Prompt
A 3D cartoon-style portrait of a man with short, wavy black hair and blue eyes, standing against a soft pastel-colored background. He is wearing a casual navy blue hoodie, with his right arm crossed over his chest, and his left hand raised to touch his chin thoughtfully. The background includes a large, arched window with light streaming through, creating a warm, cozy atmosphere

Prompt
A 3D cartoon-style portrait of a young woman with medium-length blonde hair and green eyes, sitting in a cozy cafe. She is wearing a light pink sweater and holding a warm cup of coffee close to her face with both hands, creating a peaceful vibe. The background shows a wooden table and a window with raindrops, giving a cozy, rainy-day feel

**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/Castor-3D-Portrait-Flux-LoRA

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	20 & 2.5K
Epoch	15	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 19

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-3D-Portrait-Flux-LoRA"
trigger_word = "3D Portrait"  # 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

Trigger words 🧨

Trigger words: You should use 3D Portrait to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.