Diffusers How to use justmalhar/flux-thumbnails with Diffusers:
pip install -U diffusers transformers accelerate
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("justmalhar/flux-thumbnails")
prompt = "Thumbnail in the style of TOK"
image = pipe(prompt).images[0]