README.md

---
license: other
license_name: flux-non-commercial-license
license_link: >-
  https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9B/blob/main/LICENSE.md
language:
- en
base_model:
- black-forest-labs/FLUX.2-klein-base-9B
pipeline_tag: image-to-image
library_name: diffusers
tags:
- art
- lora
- Cinematic
- FlatLog
---

![1](https://huggingface.co/proxy/cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/hE8qLUSPApH6l9997livw.png)

# **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**.

```bash
pip install -U diffusers transformers accelerate
```

```python
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](https://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](https://huggingface.co/prithivMLmods/Flux2-Klein-Cinematic-FlatLog-Control/tree/main)