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/Abstract-Cartoon-Flux-LoRA")
prompt = "Abstract Cartoon, An eye-level painting of a monsters face, painted in a vibrant orange, yellow, red, and blue color scheme. The monsters eyes are covered in white paint, adding a pop of color to the scene. The eyes are squinted with black paint, while the mouth is adorned with red and white paint. The background is a dark blue, creating a contrast with the orange and yellow of the monsters head."
image = pipe(prompt).images[0]Abstract-Cartoon-Flux-LoRA
- Prompt
- Abstract Cartoon, An eye-level painting of a monsters face, painted in a vibrant orange, yellow, red, and blue color scheme. The monsters eyes are covered in white paint, adding a pop of color to the scene. The eyes are squinted with black paint, while the mouth is adorned with red and white paint. The background is a dark blue, creating a contrast with the orange and yellow of the monsters head.
- Prompt
- Abstract Cartoon, An eye-level view of a cats face is depicted in a close-up view. The cats eyes are black, and the cats nose is white, with a red nose and mouth painted in white. Its whiskers are white, and they are painted in a variety of colors, including orange, yellow, and blue. The background is a dark blue, and there is a star-shaped object in the top right corner of the image.
- Prompt
- Abstract Cartoon, a portrait of Boat, painted by a dadaist abstract artist. a colorful character with a whismical theme, the background color is dark blue. All depicted by very colorful brush strokes. It all looks like a cartoon from 90
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/Abstract-Cartoon-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 | 22 & 2200 |
| Epoch | 10 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 11 [ Hi-RES ]
Best Dimensions
- 1024 x 1024 (Default)
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/Abstract-Cartoon-Flux-LoRA"
trigger_word = "Abstract Cartoon"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use Abstract Cartoon to trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
- Downloads last month
- 183
Model tree for prithivMLmods/Abstract-Cartoon-Flux-LoRA
Base model
black-forest-labs/FLUX.1-dev