KiwiMate Preview
Collection
A collection of all KiwiMate's Preview models. • 3 items • Updated
How to use KiwiMate/KiwiMate-image-Preview with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("litert-community/FLUX.2-klein-4B-LiteRT", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("KiwiMate/KiwiMate-image-Preview")
prompt = "A sketch of a Kiwi (bird)"
image = pipe(prompt).images[0]import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("litert-community/FLUX.2-klein-4B-LiteRT", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("KiwiMate/KiwiMate-image-Preview")
prompt = "A sketch of a Kiwi (bird)"
image = pipe(prompt).images[0]


Download them in the Files & versions tab.
The base model to use for these Lora adaptors is: Flux.2-klein-4B
Base model
black-forest-labs/FLUX.2-klein-4B