Image-to-Image
Diffusers
Safetensors
English
image-generation
image-editing
flux
flux-3
black-forest-labs
Instructions to use Runware/flux-3-image-klein-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Runware/flux-3-image-klein-base 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("Runware/flux-3-image-klein-base", 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
File size: 2,117 Bytes
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"_blocks_class_name": "Flux3AutoBlocks",
"_class_name": "Flux3ModularPipeline",
"_diffusers_version": "0.41.0.dev0",
"text_encoder": [
"transformers",
"Qwen3VLForConditionalGeneration",
{
"pretrained_model_name_or_path": "black-forest-labs/flux-3-image-klein-base",
"revision": null,
"subfolder": "text_encoder",
"type_hint": [
"transformers",
"Qwen3VLForConditionalGeneration"
],
"variant": null
}
],
"tokenizer": [
"transformers",
"Qwen3VLProcessor",
{
"pretrained_model_name_or_path": "black-forest-labs/flux-3-image-klein-base",
"revision": null,
"subfolder": "text_encoder",
"type_hint": [
"transformers",
"Qwen3VLProcessor"
],
"variant": null
}
],
"transformer": [
"diffusers",
"Flux3Transformer2DModel",
{
"pretrained_model_name_or_path": "black-forest-labs/flux-3-image-klein-base",
"revision": null,
"subfolder": "transformer",
"type_hint": [
"diffusers",
"Flux3Transformer2DModel"
],
"variant": null
}
],
"vae": [
"diffusers",
"AutoencoderKLFlux2",
{
"pretrained_model_name_or_path": "black-forest-labs/flux-3-image-klein-base",
"revision": null,
"subfolder": "vae",
"type_hint": [
"diffusers",
"AutoencoderKLFlux2"
],
"variant": null
}
],
"prompt_upsampler": [
"transformers",
"Qwen3_5ForConditionalGeneration",
{
"pretrained_model_name_or_path": "black-forest-labs/flux-3-image-klein-pup",
"revision": null,
"subfolder": "",
"type_hint": [
"transformers",
"Qwen3_5ForConditionalGeneration"
],
"variant": null
}
],
"prompt_upsampler_processor": [
"transformers",
"AutoProcessor",
{
"pretrained_model_name_or_path": "black-forest-labs/flux-3-image-klein-pup",
"revision": null,
"subfolder": "",
"type_hint": [
"transformers",
"AutoProcessor"
],
"variant": null
}
]
}
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