🚀 Retro-Pixel-Flux-LoRA
This LoRA model focuses on generating pixel - art style images, offering a unique visual experience in the realm of text - to - image conversion. It's currently in the training phase, with potential for further improvement.
🚀 Quick Start
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/Retro-Pixel-Flux-LoRA"
trigger_word = "Retro Pixel"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use Retro Pixel to trigger the image generation.
✨ Features
- Text - to - Image Generation: Convert text prompts into pixel - art style images.
- LoRA Integration: Based on the LoRA technique, it can be easily integrated with the base model.
📦 Installation
The weights for this model are available in Safetensors format. Download them in the Files & versions tab.
📚 Documentation
Model description
prithivMLmods/Retro-Pixel-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 |
24 & 2340 |
| Epoch |
15 |
Save Every N Epochs |
1 |
Labeling: florence2 - en(natural language & English)
Total Images Used for Training : 16 [ Hi - RES ]
Best Dimensions
Hosted Here🧨
https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC
Gallery
The model provides multiple examples of generated pixel - art images:
- German Shepherd Dog: Retro Pixel, A pixelated image of a german shepherd dog. The dogs fur is a vibrant shade of brown, with a black stripe running down its back. The background is a light green, and the dogs shadow is cast on the ground. View Image
- Surfing Man: Retro Pixel, A pixelated image of a man surfing on a surfboard. The mans body is covered in a red shirt and blue shorts. His arms are out to the sides of his body. The surfboard is a vibrant blue color. The water is a light blue color with white splashes. The sun is shining on the right side of the image. View Image
- Hamburger: Retro Pixel, pixel art of a Hamburger in the style of an old video game, hero, pixelated 8bit, final boss. View Image
Important Note
The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.
License
This model is licensed under the creativeml - openrail - m license.
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