|
--- |
|
tags: |
|
- text-to-image |
|
- lora |
|
- diffusers |
|
- template:diffusion-lora |
|
- 3D |
|
- Portrait |
|
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 |
|
|
|
<Gallery /> |
|
**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 🧨 |
|
|
|
> [!WARNING] |
|
> **Trigger words:** You should use `3D Portrait` to trigger the image generation. |
|
|
|
## Download model |
|
|
|
Weights for this model are available in Safetensors format. |
|
|
|
[Download](/prithivMLmods/Castor-3D-Portrait-Flux-LoRA/tree/main) them in the Files & versions tab. |
