Flux LoRA Collections
Collection
Flux THE LoRA • 131 items • Updated • 33
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("prithivMLmods/Flux-C33-Design-LoRA")
prompt = "C33 Design, a close-up shot captures a vibrant blue smiley face, adorned with a black hat adorned with two yellow buttons. The hat is adorned with an eye-level yellow circle with a smiling face, adding a pop of color to the scene. The eyes are glowing blue, creating a striking contrast to the black hat. The helmet is adorned by a black strap, adding depth to the composition. The background is a muted gray, adding to the overall composition."
image = pipe(prompt).images[0]Flux-C33-Design-LoRA
- Prompt
- C33 Design, a close-up shot captures a vibrant blue smiley face, adorned with a black hat adorned with two yellow buttons. The hat is adorned with an eye-level yellow circle with a smiling face, adding a pop of color to the scene. The eyes are glowing blue, creating a striking contrast to the black hat. The helmet is adorned by a black strap, adding depth to the composition. The background is a muted gray, adding to the overall composition.
- Prompt
- C33 Design, A 3D rendering of a persons head and neck is visible. The person is wearing a white long sleeved t-shirt with a blue stripe at the bottom, and a black glove on their left hand. They are holding a white stick in their right hand. The background is a vibrant red, and there is a circular object in the center of the persons neck that has three black circles on it. There is a gold ring on the top left corner of the image.
- Prompt
- C33 Design, a vibrant purple smiley face is adorned with a small red tag that reads "Hello, I am a JPEG". The tag is affixed to the face of the purple face, adding a pop of color to the otherwise monochromatic figure. The figure is wearing a dark blue jacket, with a black backpack strapped to its back. The background is a stark white, creating a stark contrast to the figure.
- Prompt
- C33 Design, a mannequin is adorned with a white hat adorned with black dots and a smiley face. The hat has a yellow circle button in the center of it, adding a pop of color to the scene. The backdrop is a vibrant orange, creating a striking contrast to the white hat and the black jacket.
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/Flux-C33-Design-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 | 18 & 2450 |
| Epoch | 14 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 17
Best Dimensions & Inference
| Dimensions | Aspect Ratio | Recommendation |
|---|---|---|
| 1280 x 832 | 3:2 | Best |
| 1024 x 1024 | 1:1 | Default |
Inference Range
- Recommended Inference Steps: 30–35
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-C33-Design-LoRA"
trigger_word = "C33 Design"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use C33 Design to trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
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Model tree for prithivMLmods/Flux-C33-Design-LoRA
Base model
black-forest-labs/FLUX.1-dev