Controllability (fine-tuning / LoRA) is better compared to SDXL, such as prompt adherence & typography. Low-latency + simple structure, suitable for live editing and canvas loops. SDXL: Heavy and complex pipeline
FLUX models text not as conditioning but as a structural constraint. Text–image alignment is "internalized" rather than "post-processed". SD series: text = conditioning signal, loosely connected to image generation process. FLUX: text token ↔ visual token binding is structural. Cross-Attention stably maps semantics → form
- FLUX.1-dev
- : fine-tuning / LoRA / research
- FLUX.1-schnell
- Purpose: speed / real-time
- FLUX.1-pro
- Internal parameters/training undisclosed
one of the most fine-tuned
black-forest-labs/FLUX.1-dev · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
https://huggingface.co/black-forest-labs/FLUX.1-dev
KREA AI uses FLUX
Black Forest Labs - Frontier AI Lab
Amazing AI models from the Black Forest.
https://bfl.ai/announcements/flux-1-krea-dev

Black Forest Labs - Frontier AI Lab
Amazing AI models from the Black Forest.
https://blackforestlabs.ai/

The FLUX.1 family of models – Replicate
FLUX.1 has state-of-the-art performance in image generation with excellent prompt following, visual quality, image detail and output diversity.
https://replicate.com/collections/flux
FLUX.1 [pro] | AI Playground | fal.ai
The pro version of FLUX.1, served in partnership with BFL
https://fal.ai/models/fal-ai/flux-pro
Fine tune
Using synthetic training data to improve Flux finetunes
It's easy to fine-tune Flux, but sometimes you need to do a little more work to get the best results. This post covers techniques you can use to improve your fine-tuned Flux models.
https://replicate.com/blog/using-synthetic-data-to-improve-flux-finetunes
Flux.2
FLUX.2 [max] - Top-Tier Quality Image Generation | Black Forest Labs
FLUX.2 [max] delivers the highest quality image generation and editing in the FLUX.2 family. Professional-grade output with unmatched photorealism.
https://bfl.ai/models/flux-2-max
![FLUX.2 [max] - Top-Tier Quality Image Generation | Black Forest Labs](https://bfl.ai/opengraph-image-j8qpfc.png?47e2121a0eb4d5b0)
FLUX.2: Frontier Visual Intelligence
Today, we release FLUX.2, our most capable model to date.
https://bfl.ai/blog/flux-2
black-forest-labs/FLUX.2-dev · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
https://huggingface.co/black-forest-labs/FLUX.2-dev
FLUX.2 [klein]: Towards Interactive Visual Intelligence
FLUX.2 [klein]: Towards Interactive Visual Intelligence
Introducing FLUX.2 [klein], our fastest image models. Unified generation and editing in under a second, on hardware you already own. Apache 2.0 on 4B.
https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence

Seonglae Cho