Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

black-forest-labs
/
FLUX.2-klein-4B

Image-to-Image
Diffusers
Safetensors
Diffusion Single File
English
text-to-image
image-editing
flux
Model card Files Files and versions
xet
Community
15

Instructions to use black-forest-labs/FLUX.2-klein-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Diffusers

    How to use black-forest-labs/FLUX.2-klein-4B with Diffusers:

    pip install -U diffusers transformers accelerate
    import torch
    from diffusers import DiffusionPipeline
    from diffusers.utils import load_image
    
    # switch to "mps" for apple devices
    pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.2-klein-4B", dtype=torch.bfloat16, device_map="cuda")
    
    prompt = "Turn this cat into a dog"
    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]
  • Diffusion Single File

    How to use black-forest-labs/FLUX.2-klein-4B with Diffusion Single File:

    # No code snippets available yet for this library.
    
    # To use this model, check the repository files and the library's documentation.
    
    # Want to help? PRs adding snippets are welcome at:
    # https://github.com/huggingface/huggingface.js
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

mellowlionAI

#16 opened 19 days ago by
Mellow5150

Link model to paper and add library metadata

#15 opened about 1 month ago by
nielsr

Pipeline for low-latency webcam stream editing based of Flux.2-klein-4B

❀️ 1
#14 opened about 2 months ago by
TensorForger

Flux.2 Klein C-Only inference for CPU (OpenBLAS) or Metal

❀️ 1
#13 opened about 2 months ago by
BingoBird

Update README.md

#12 opened about 2 months ago by
NautilusDevil

Update README.md

#11 opened 2 months ago by
krasnoteh

Free macOS app for this model

2
#10 opened 2 months ago by
sindresorhus

Abstract Painterly Styles

#9 opened 3 months ago by
InfiniteGuitar

Portable GUI for Flux.2-Klein-4B (RTX 50 Series optimized)

β€οΈπŸ‘ 2
#7 opened 4 months ago by
SgtElias

Update README.md

πŸ‘ 2
1
#5 opened 5 months ago by
florianstrasser

Install diffusers from source

πŸ‘ 6
2
#4 opened 5 months ago by
acatovic

Python inference run snippet modification

πŸ‘ 4
#3 opened 5 months ago by
naveenkumaryp
Company
TOS Privacy About Careers
Website
Models Datasets Spaces Pricing Docs