Instructions to use WarmBloodAban/Flux2_Klein_Anything_to_Real_Characters with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use WarmBloodAban/Flux2_Klein_Anything_to_Real_Characters 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.2-klein-9B", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("WarmBloodAban/Flux2_Klein_Anything_to_Real_Characters") prompt = "realistic style of a young Asian girl" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
- DiffusionBee
- Flux2 Klein_Anything to Real Characters
- Flux2 Klein Anime-to-Realism LoRA
- Update Logs
- π Improvements & Optimizations
- Effect Showcase
- These results were achieved using high-difficulty source images to demonstrate the model's robustness. No training data was used in this demonstration.
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ComfyUI_00019_hxspf_1769532299
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ComfyUI_00017_dfrmr_1769532165
ComfyUI_00006_jazup_1769533941
ComfyUI_00005_xyjdu_1769531569
ComfyUI_00004_zffjf_1769533659
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ComfyUI_00003_dhvtz_1769533590
ComfyUI_00003_briqr_1769533699
- π Trigger Prompts
- β‘ Model Characteristics (Klein Edition)
- Online experience:
- βοΈ Recommended Settings
- License
- Download model
- Update Logs
Flux2 Klein_Anything to Real Characters

- Prompt
- realistic style of a young Asian girl
Trigger words
You should use realistic style of a young Asian girl to trigger the image generation.
license: apache-2.0 base_model: - black-forest-labs/FLUX.2-klein-9B new_version: black-forest-labs/FLUX.2-klein-9B pipeline_tag: image-to-image library_name: diffusers tags: - Anythingtoreal - Cel-shaded - Anime to Realistic - Realistic style
Flux2 Klein Anime-to-Realism LoRA
This LoRA is designed for Anime-to-Realism (Live-Action) conversion, specifically optimized for the Flux2 Klein architecture.
Update Logs
- Current Version: Flux2 Klein Edition
- Dataset: 145 image pairs (290 images total)
π Improvements & Optimizations
- Constraint Refinement: Optimized specific model limitations for better stability.
- Expression Restoration: Enhanced the accuracy and vividness of facial expressions.
- Demographic Accuracy: Improved performance across different age groups and genders (children, men, women).
- Enhanced Realism: Significant boost in skin textures and lighting for a photorealistic finish.
Effect Showcase
These results were achieved using high-difficulty source images to demonstrate the model's robustness. No training data was used in this demonstration.
π Trigger Prompts
Core Prompts:
realistic style of a young Asian girlrealistic style of a young Asian womanrealistic style of a young Asian female childrealistic style of a young Asian manrealistic style of a young Asian male
Prompting Tips:
- Customization: Feel free to adjust prompts based on gender, ethnicity, and age.
- Refinement: Append additional keywords after the main prompt to enhance character features, backgrounds, or specific emotions.
β‘ Model Characteristics (Klein Edition)
The Flux2 Klein model focuses on Text-to-Image and Image Editing. With this LoRA, the model gains powerful editing capabilities. For the best results, use detailed descriptive prompts to fully invoke the model's performance.
Online experience:
You can click on the link below to try it out directly. If the effect is good, you can deploy it locally https://www.runninghub.ai/post/2016180945006628865/?inviteCode=sdhs0trb
βοΈ Recommended Settings
- Base Model:
Flux2 Klein 9B - CFG Scale:
1 - Sampling Steps:
8 - LoRA Weight:
0.6 - 1.0(Adjust based on preference)
License
Please refer to the base model's license terms. This LoRA is for creative and research purposes.
Download model
Download them in the Files & versions tab.
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Model tree for WarmBloodAban/Flux2_Klein_Anything_to_Real_Characters
Base model
black-forest-labs/FLUX.2-klein-9B