Flux2-Klein-Cinematic-FlatLog-Control

Flux2-Klein-Cinematic-FlatLog-Control is an adapter LoRA developed for FLUX.2-klein-base-9B, designed to transform images into a cinematic flat log look. The model reduces contrast and saturation to achieve a neutral, log-style tonal response while preserving the original identity, composition, textures, and geometry. It enables consistent cinematic grading workflows with smooth highlight roll-off, controlled shadows, and artifact-free results.

Quick Start with Diffusers

Compatible with versions 2509 and 2511.

pip install -U diffusers transformers accelerate

import torch
from diffusers import Flux2KleinPipeline
from diffusers.utils import load_image

# Switch to "mps" for Apple devices
pipe = Flux2KleinPipeline.from_pretrained(
    "black-forest-labs/FLUX.2-klein-base-9B",
    torch_dtype=torch.bfloat16,
    device_map="cuda"
)

pipe.load_lora_weights("prithivMLmods/Flux2-Klein-Cinematic-FlatLog-Control")

prompt = "Transform into a cinematic flat log"

input_image = load_image(
    "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png"
)

image = pipe(image=input_image, prompt=prompt).images[0]

Trained on ModelScope.cn

Trigger Prompt

Use the following prompt to activate the cinematic flat log behavior:

Transform into a cinematic flat log

Download Model

You can download the model files from the Files & versions tab: Download