🚀 Flux.1-Dev-Realtime-Toon-Mix
This model is designed for text - to - image generation, leveraging LoRA and Diffusers. It can generate various toon - style images based on text prompts, offering a unique visual experience.
🚀 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/Flux.1-Dev-Realtime-Toon-Mix"
trigger_word = "toon mix"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use toon mix to trigger the image generation.
✨ Features
The model can generate a wide range of toon - style images. Here are some examples:
| Text Prompt |
Output Image |
| 'toon mix, a medium - haired woman, dressed in a white shirt and dark - colored bikini, is adorned with a white scarf tied around her waist. She is holding a gray bottle, her right hand resting on her hip. Her left hand is wrapped around the bottle, adding a pop of color to her body. Shes wearing a pink sun visor, and her brown hair cascades over her shoulders. The backdrop, a rocky cliff, is a stark contrast to the blue sky, dotted with white stars.' |
Link |
| 'toon mix, a vibrant orange hat stands atop a womans head. The womans long, brown hair cascades over her shoulders, framing her face. She is wearing a black jacket, adorned with a bright orange scarf, and a yellow backpack. The background is blurred, with a few cars parked on the street, adding a touch of color to the scene.' |
Link |
| 'toon mix, a woman with long brown hair, wearing a gray knitted cap and a black jacket, is seen in a close - up view. She is wearing a pair of white earphones in her mouth, adding a pop of color to her face. The womans face is obscured by the cap, which is adorned with a black and white speckled cap. The cap is held up by a hand, with the word "FRIORY" written in blue letters above it. The hand is held in the air, while the other hand reaches out towards the camera. In the background, a reflection of a woman can be seen on the glass of a building, adding depth to the scene.' |
Link |
| 'toon mix, captured at eye - level, a medium - angle shot captures a young Asian woman with long dark brown hair, wearing a white tank top and a gray and black plaid shirt. The womans face is adorned with a black and white abstract painting, adding a pop of color to the otherwise monochromatic scene. She is standing in a field of grass, with a backdrop of trees and a clear blue sky.' |
Link |
| 'Toon Mix: A young woman with shoulder - length blonde hair is wearing a pastel blue dress with a white belt. She holds a straw sun hat in her right hand while the other hand rests lightly on her hip. She’s adorned with a gold bracelet and a delicate necklace. The backdrop features a serene beach with gentle waves and a golden sunset that adds a warm glow to the scene.' |
Link |
| 'Toon mix, a tall, slender man with short blonde hair wears a loose, white shirt with rolled - up sleeves and light blue denim jeans. He is holding a skateboard under his right arm, with a splash of red graffiti on its deck. He stands on a concrete sidewalk, a graffiti - covered brick wall in the background. The setting sun casts long shadows across the scene, while a pigeon perched on the wall adds a whimsical touch.' |
Link |
| 'Toon mix, a boy with a mischievous grin and spiky black hair wears a red baseball cap tilted to the side, a bright yellow hoodie, and ripped black jeans. He is riding a vibrant green bicycle on a cobblestone path, with colorful autumn leaves scattered around. The background includes a bustling park, complete with families, dogs, and children playing on swings.' |
Link |
| 'Toon mix, a tall man with sharp features and salt - and - pepper hair wears a tailored navy suit with a burgundy tie. He stands under a glowing streetlamp on a cobblestone street, holding a black umbrella against a light drizzle. Behind him, a Parisian - style café with outdoor seating creates an air of sophistication, while faint jazz music seems to float through the scene.' |
Link |
| 'Toon Mix: A young man with short black hair, dressed in a blue denim jacket over a white t - shirt, is seated on a wooden bench. He is holding a steaming cup of coffee in his hands, with a vibrant red scarf draped around his neck. His relaxed pose contrasts with the bustling city backdrop, where towering skyscrapers meet the orange hues of the sunset.' |
Link |
📚 Documentation
Model description
prithivMLmods/Flux.1-Dev-Realtime-Toon-Mix
Image Processing Parameters
| Property |
Details |
| LR Scheduler |
constant |
| Optimizer |
AdamW |
| Network Dim |
64 |
| Network Alpha |
32 |
| Epoch |
15 |
| Noise Offset |
0.03 |
| Multires Noise Discount |
0.1 |
| Multires Noise Iterations |
10 |
| Repeat & Steps |
17 & 2900 |
| Save Every N Epochs |
1 |
Labeling: florence2 - en(natural language & English)
Total Images Used for Training: 29
Best Dimensions
- 768 x 1024 (Best)
- 1024 x 1024 (Default)
📄 License
This model is licensed under the creativeml - openrail - m license.
📦 Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
⚠️ 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.
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