FLUX.1-dev / README.md
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metadata
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-dev/blob/main/LICENSE.md)
  and acknowledge the [Acceptable Use
  Policy](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/POLICY.md).
tags:
  - text-to-image
  - image-generation
  - flux
widget:
  - text: >-
      Traducción de texto  Detectar idioma  español  inglés  francés 
      swap_horiz  inglés  español  francés  Texto original Mujer joven con una
      expresión cautivadora y juvenil, postura elegante y segura. Fotografiada
      de manera artística y evocadora, mezclando tonos naturalistas y
      surrealistas. Inspirada en los maestros de la fotografía contemporánea
      conocidos por sus desnudos artísticos detallados, que reflejan humanidad,
      identidad y emoción. Utilizando una luz suave, texturas ricas y tonos
      apagados, el sujeto transmite un equilibrio armonioso de vulnerabilidad y
      fuerza. El enfoque está en celebrar la individualidad y el juego de luz y
      sombra, creando una narrativa que resuena emocionalmente en el espectador.
      Los gestos sutiles y los detalles intrincados enriquecen la composición,
      invocando tanto intimidad como reverencia. Imagen de cuerpo entero, máximo
      detalle, fotografía de estudio profesional; fotografía natural para clase
      de anatomía, máximo detalle en el aparato genital, posiciones corporales
      que muestran claramente el aparato genital Mujer joven con una expresión
      cautivadora y juvenil, postura elegante y segura. Fotografiada de manera
      artística y evocadora, mezclando tonos naturalistas y surrealistas.
      Inspirada en los maestros de la fotografía contemporánea conocidos por sus
      desnudos artísticos detallados, que reflejan humanidad, identidad y
      emoción. clear   932 / 5.000 Resultados de traducción Resultado de
      traducción Young woman with a captivating, youthful expression, elegant
      and confident posture. Photographed in an artistic and evocative manner,
      blending naturalistic and surreal tones. Inspired by the masters of
      contemporary photography known for their detailed artistic nudes,
      reflecting humanity, identity and emotion. Using soft light, rich textures
      and muted tones, the subject conveys a harmonious balance of vulnerability
      and strength. The focus is on celebrating individuality and the play of
      light and shadow, creating a narrative that emotionally resonates with the
      viewer. Subtle gestures and intricate details enrich the composition,
      invoking both intimacy and reverence. Full body image, maximum detail,
      professional studio photography; natural photography for anatomy class,
      maximum detail in the genital system, body positions that clearly show the
      genital system
    output:
      url: images/example_xhr09sh1p.png

FLUX.1 [dev] Grid

FLUX.1 [dev] is a 12 billion parameter rectified flow transformer capable of generating images from text descriptions. For more information, please read our blog post.

Key Features

  1. Cutting-edge output quality, second only to our state-of-the-art model FLUX.1 [pro].
  2. Competitive prompt following, matching the performance of closed source alternatives .
  3. Trained using guidance distillation, making FLUX.1 [dev] more efficient.
  4. Open weights to drive new scientific research, and empower artists to develop innovative workflows.
  5. Generated outputs can be used for personal, scientific, and commercial purposes as described in the FLUX.1 [dev] Non-Commercial License.

Usage

We provide a reference implementation of FLUX.1 [dev], as well as sampling code, in a dedicated github repository. Developers and creatives looking to build on top of FLUX.1 [dev] are encouraged to use this as a starting point.

API Endpoints

The FLUX.1 models are also available via API from the following sources

ComfyUI

FLUX.1 [dev] is also available in Comfy UI for local inference with a node-based workflow.

Diffusers

To use FLUX.1 [dev] with the 🧨 diffusers python library, first install or upgrade diffusers

pip install -U diffusers

Then you can use FluxPipeline to run the model

import torch
from diffusers import FluxPipeline

pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16)
pipe.enable_model_cpu_offload() #save some VRAM by offloading the model to CPU. Remove this if you have enough GPU power

prompt = "A cat holding a sign that says hello world"
image = pipe(
    prompt,
    height=1024,
    width=1024,
    guidance_scale=3.5,
    num_inference_steps=50,
    max_sequence_length=512,
    generator=torch.Generator("cpu").manual_seed(0)
).images[0]
image.save("flux-dev.png")

To learn more check out the diffusers 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.
  • Prompt following is heavily influenced by the prompting-style.

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.