Image-to-Image
Diffusers
Safetensors
FluxKontextPipeline
flux
flux.1
kontext
flux dev
lightning
turbo
Instructions to use buildborderless/FLUX.MF-Kontext_Lightning-8s-4bit_nf4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use buildborderless/FLUX.MF-Kontext_Lightning-8s-4bit_nf4 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("buildborderless/FLUX.MF-Kontext_Lightning-8s-4bit_nf4", 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] - Notebooks
- Google Colab
- Kaggle
| library_name: diffusers | |
| base_model: | |
| - black-forest-labs/FLUX.1-Kontext-dev | |
| tags: | |
| - flux | |
| - flux.1 | |
| - kontext | |
| - flux dev | |
| - lightning | |
| - turbo | |
| license: other | |
| license_name: flux-1-dev-non-commercial-license | |
| license_link: LICENSE.md | |
| pipeline_tag: image-to-image | |
| **Update 7/9/25:** This model is now quantized and implemented in [this example space.](https://huggingface.co/spaces/LPX55/Kontext-Multi_Lightning_4bit-nf4/) Seeing preliminary VRAM usage at around ~10GB with faster inferencing. Will be experimenting with different weights and schedulers to find particularly well-performing libraries. | |
| # FLUX.1 Kontext-dev X LoRA Experimentation | |
| Highly experimental, will update with more details later. | |
| - 6-8 steps | |
| - <s>Euler, SGM Uniform (Recommended, feel free to play around)</s> Getting mixed results now, feel free to play around and share. | |
| ## Model Details | |
| Experimenting with FLUX.1-dev LoRAs and how it affects Kontext-dev. This model has been fused with acceleration LoRAs. | |
| # License | |
| This model falls under the [FLUX.1 \[dev\] Non-Commercial License](https://github.com/black-forest-labs/flux/blob/main/model_licenses/LICENSE-FLUX1-dev), please familiarize yourself with the license. |