FLUX.2 [pro]
FLUX.2 [pro]
Version: 1
Black Forest LabsLast updated December 2025
Generate and edit images through both text and image prompts. FLUX.2-pro is a multimodal flow matching model that enables both text-to-image generation and in-context image editing. Modify images while maintaining character consistency and performing local
Vision
Multimodal

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Key capabilities

  • Text to image
  • Image to image
  • High fidelity editing

About this model

Generate and edit images through both text and image prompts. FLUX.2-pro raises the bar with 4MP photorealistic quality, multi‑reference identity stability, and brand‑accurate color & text, enabling predictable, high‑fidelity creative at scale.

Key model capabilities

The model provides powerful text-to-image and image-editing capabilities: Production‑grade quality up to 4MP: High‑fidelity, coherent scenes with realistic lighting, spatial logic, and fine detail that close the gap with photography. Multi‑reference consistency: Lock character or product identity across an entire campaign (multiple references), so assets stay visually consistent from shot to shot. Brand‑accurate results: Exact hex‑color matching, reliable typography, and structured controls (JSON, pose guidance) mean fewer manual fixes and stronger brand compliance. Strong prompt fidelity for complex directions: Precise positioning, physics‑aware lighting, and composition control plus 32K token support for long, detailed workflows. Balanced speed and quality: Designed to deliver maximum quality while keeping generation times practical (often under 10s), enabling real‑world production pipelines.

Use cases

See Responsible AI for additional considerations for responsible use.

Key use cases

The model is intended for broad commercial and research use. The model provides powerful text-to-image and image-editing capabilities:
  1. Change existing images based on an edit instruction.
  2. Have character, style and object reference without any finetuning.
  3. Robust consistency allows users to refine an image through multiple successive edits with minimal visual drift.

Out of scope use cases

The provider has not supplied this information.

Pricing

Pricing is based on a number of factors, including deployment type and tokens used. See pricing details here.

Technical specs

The provider has not supplied this information.

Training cut-off date

The provider has not supplied this information.

Training time

The provider has not supplied this information.

Input formats

The provider has not supplied this information.

Output formats

  • JPEG, PNG

Supported languages

English

Sample JSON response

The provider has not supplied this information.

Model architecture

Flux.2-pro is a multimodal flow matching model.

Long context

The provider has not supplied this information.

Optimizing model performance

The provider has not supplied this information.

Additional assets

Training disclosure

Training, testing and validation

We filtered pre-training data for multiple categories of "not safe for work" (NSFW) content to help prevent a user generating unlawful content in response to text prompts or uploaded images. We have partnered with the Internet Watch Foundation, an independent nonprofit organization dedicated to preventing online abuse, to filter known child sexual abuse material (CSAM) from post-training data. Subsequently, we undertook multiple rounds of targeted fine-tuning to provide additional mitigation against potential abuse.

Distribution

Distribution channels

The provider has not supplied this information.

More information

Model developer: Black Forest Labs Model Release Date: November 25, 2025 Black Forest Labs is committed to the responsible development of generative AI technology. Prior to releasing FLUX.2-pro, we evaluated and mitigated a number of risks in our models and services, including the generation of unlawful content. We implemented a series of pre-release mitigations to help prevent misuse by third parties, with additional post-release mitigations to help address residual risks:
  1. Pre-training mitigation. We filtered pre-training data for multiple categories of "not safe for work" (NSFW) content to help prevent a user generating unlawful content in response to text prompts or uploaded images.
  2. Post-training mitigation. We have partnered with the Internet Watch Foundation, an independent nonprofit organization dedicated to preventing online abuse, to filter known child sexual abuse material (CSAM) from post-training data. Subsequently, we undertook multiple rounds of targeted fine-tuning to provide additional mitigation against potential abuse. By inhibiting certain behaviors and concepts in the trained model, these techniques can help to prevent a user generating synthetic CSAM or nonconsensual intimate imagery (NCII) from a text prompt, or transforming an uploaded image into synthetic CSAM or NCII.

Responsible AI considerations

Black Forest Lab’s FLUX.2-pro poses an elevated risk of producing content protected by copyright and other intellectual property rights. When deployed via Microsoft Foundry, prompts and completions are passed through a default configuration of classification models to detect and prevent the output of harmful content. However, these models do not address the above types of content. As with any model, customers should conduct thorough evaluations on production systems before launching, as well as appropriate post-launch monitoring. All customers must comply with the Acceptable Use Policy and Microsoft Enterprise AI Services Code of Conduct. Configuration options for content filtering vary when you deploy a model for production in Azure AI Black Forest Lab’s FLUX.2-pro is configured to block nudity and other sexual content. This restriction is mandatory and non-configurable

Safety techniques

Black Forest Labs is committed to the responsible development of generative AI technology. Prior to releasing FLUX.2-pro, we evaluated and mitigated a number of risks in our models and services, including the generation of unlawful content. We implemented a series of pre-release mitigations to help prevent misuse by third parties, with additional post-release mitigations to help address residual risks:
  1. Pre-training mitigation. We filtered pre-training data for multiple categories of "not safe for work" (NSFW) content to help prevent a user generating unlawful content in response to text prompts or uploaded images.
  2. Post-training mitigation. We have partnered with the Internet Watch Foundation, an independent nonprofit organization dedicated to preventing online abuse, to filter known child sexual abuse material (CSAM) from post-training data. Subsequently, we undertook multiple rounds of targeted fine-tuning to provide additional mitigation against potential abuse. By inhibiting certain behaviors and concepts in the trained model, these techniques can help to prevent a user generating synthetic CSAM or nonconsensual intimate imagery (NCII) from a text prompt, or transforming an uploaded image into synthetic CSAM or NCII.
In addition to BFL's safety techniques, Azure provides abuse monitoring and content safety

Known limitations

Acceptable use

Acceptable use policy

The provider has not supplied this information.
Model Specifications
Context Length131072
LicenseCustom
Last UpdatedDecember 2025
Input TypeText,Image
Output TypeImage
ProviderBlack Forest Labs
Languages1 Language