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-Meme-Xd-LoRA")
prompt = "meme, A medium-sized painting of a white T-rex in the middle of a dark, stormy night. The t-rex is facing towards the left side of the frame, its head turned towards the right. Its mouth is open, revealing its sharp teeth. A rooster is standing in the foreground of the painting, with a red cap on its head. The roosters head is turned to the right, and the word \"Remember who you are\" is written in white text above it. The background is a deep blue, with dark gray clouds and a crescent moon in the upper left corner of the image. There are mountains in the background, and a few other animals can be seen in the lower right corner."
image = pipe(prompt).images[0]F-Meme.FLUX.1-Dev
- Prompt
- meme, A medium-sized painting of a white T-rex in the middle of a dark, stormy night. The t-rex is facing towards the left side of the frame, its head turned towards the right. Its mouth is open, revealing its sharp teeth. A rooster is standing in the foreground of the painting, with a red cap on its head. The roosters head is turned to the right, and the word "Remember who you are" is written in white text above it. The background is a deep blue, with dark gray clouds and a crescent moon in the upper left corner of the image. There are mountains in the background, and a few other animals can be seen in the lower right corner.
- Prompt
- meme, A cartoon drawing of a brown cat and a white sheep. The sheep is facing each other and the cat is facing towards the left side of the image. The brown cat has a black nose and a black mouth. The white sheep has a white body and black legs. The background is a light peach color. There is a text bubble above the brown cat that says "If you feel sad I can eat you".
- Prompt
- meme, A cartoon drawing of two zebras facing each other. The zebra on the left is facing the right. The horse on the right is facing to the left. The zebrab is facing towards the right and has a black mane on its head. The mane is black and white. The sky is light blue and there are birds flying in the sky. There is a text bubble above the zebras head that says "UPGRADE MAN!"
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/F-Meme
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 & 2200 |
| Epoch | 10 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 10
Best Dimensions
- 768 x 1024 (Best)
- 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/F-Meme"
trigger_word = "meme"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use meme 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-Meme-Xd-LoRA
Base model
black-forest-labs/FLUX.1-dev