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FLUX.1-Redux-dev

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----
-language:
-- en
-license: other
-license_name: flux-1-dev-non-commercial-license
-license_link: LICENSE.md
-extra_gated_prompt: By clicking "Agree", you agree to the [FluxDev Non-Commercial License Agreement](https://huggingface.co/black-forest-labs/FLUX.1-Depth-dev/blob/main/LICENSE.md)
-  and acknowledge the [Acceptable Use Policy](https://huggingface.co/black-forest-labs/FLUX.1-Depth-dev/blob/main/POLICY.md).
-tags:
-- image-generation
-- flux
-- diffusion-single-file
----
-![image/png](https://huggingface.co/black-forest-labs/FLUX.1-Redux-dev/resolve/main/redux.png)
-FLUX.1 Redux [dev] is an adapter for all FLUX.1 base models for image variation generation.
-Given an input image, FLUX.1 Redux can reproduce the image with slight variation, allowing to refine a given image.
-It naturally integrates into more complex workflows unlocking image restyling.
-Restyling via text is also available through our API by providing an image plus a language prompt.
-For more information, please read our [blog post](https://blackforestlabs.ai/flux-1-tools/).
-# Usage
-We provide a reference implementation of `FLUX.1 Redux [dev]`, as well as sampling code, in a dedicated [github repository](https://github.com/black-forest-labs/flux).
-## API Endpoints
-`FLUX.1 Redux [pro]` is available in our API [bfl.ml](https://docs.bfl.ml/). In addition to the `[dev]` adapter, the API endpoint allows users to modify an image given a textual description.
-The feature is supported in our latest model FLUX1.1 [pro] Ultra, allowing for combining input images and text prompts to create high-quality 4-megapixel outputs with flexible aspect ratios.
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/64510d6304397681bcf9725b/P123igomKjAkmitOzot8T.png)
-## Diffusers
-To use `FLUX.1 Redux [pro]` with the 🧨 diffusers python library, first install or upgrade diffusers
-```shell
-pip install -U diffusers
-```
-Then you can use `FluxPriorReduxPipeline` along with `FluxPipeline` to generate images from images.
-```python
-import torch
-from diffusers import FluxPriorReduxPipeline, FluxPipeline
-from diffusers.utils import load_image
-pipe_prior_redux = FluxPriorReduxPipeline.from_pretrained("black-forest-labs/FLUX.1-Redux-dev", torch_dtype=torch.bfloat16).to("cuda")
-pipe = FluxPipeline.from_pretrained(
-    "black-forest-labs/FLUX.1-dev" ,
-    text_encoder=None,
-    text_encoder_2=None,
-    torch_dtype=torch.bfloat16
-).to("cuda")
-image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/robot.png")
-pipe_prior_output = pipe_prior_redux(image)
-images = pipe(
-    guidance_scale=2.5,
-    num_inference_steps=50,
-    generator=torch.Generator("cpu").manual_seed(0),
-    **pipe_prior_output,
-).images
-images[0].save("flux-dev-redux.png")
-```
-To learn more check out the [diffusers](https://huggingface.co/docs/diffusers/main/en/api/pipelines/flux) documentation
----
-# Limitations
-- This model is not intended or able to provide factual information.
-- As a statistical model this checkpoint might amplify existing societal biases.
-- The model may fail to generate output that matches the prompts.
-- Outputs are heavily influenced by the input image.
-# Out-of-Scope Use
-The model and its derivatives may not be used
-- In any way that violates any applicable national, federal, state, local or international law or regulation.
-- For the purpose of exploiting, harming or attempting to exploit or harm minors in any way; including but not limited to the solicitation, creation, acquisition, or dissemination of child exploitative content.
-- To generate or disseminate verifiably false information and/or content with the purpose of harming others.
-- To generate or disseminate personal identifiable information that can be used to harm an individual.
-- To harass, abuse, threaten, stalk, or bully individuals or groups of individuals.
-- To create non-consensual nudity or illegal pornographic content.
-- For fully automated decision making that adversely impacts an individual's legal rights or otherwise creates or modifies a binding, enforceable obligation.
-- Generating or facilitating large-scale disinformation campaigns.
-# License
-This model falls under the [`FLUX.1 [dev]` Non-Commercial License](https://huggingface.co/black-forest-labs/FLUX.1-Depth-dev/blob/main/LICENSE.md).


1	+ Copy of https://huggingface.co/black-forest-labs/FLUX.1-Redux-dev Fuck the networks!