Dedicated model · Available as managed deployment

FLUX.1 [dev] image generation in Europe: managed deployment

Black Forest Labs' 12B text-to-image model, the open reference for photoreal and typographic image generation, with a non-commercial licence that AxForge handles for you. Available as a managed deployment: validated on AxForge hardware and deployed on a DGX Spark for your traffic only, as an OpenAI-compatible endpoint on hardware only you use, hosted in the EU.

Available as managed deployment eu-es-1 · Málaga Text → image flux-1-dev.axforge.ai
Request deployment Qwen3.8 27B, on the API now Hour, week, month or year. Hardware from €0.85/hour; managed service quoted per deployment.

Why FLUX.1 [dev]

What you get

The open image benchmarkFLUX.1 [dev] set the bar for open text-to-image: prompt adherence, hands, text in images and photoreal detail at 12B parameters.
Your own image endpointA dedicated DGX Spark generating images for your product only. No shared queue, no rate limit you did not set.
Licence handledFLUX.1 [dev] is released under a non-commercial licence; commercial use needs a licence from Black Forest Labs, and AxForge arranges the deployment under it.

Specifications

The model

ModelFLUX.1 [dev] by black-forest-labs
ModalitiesText → image
Sizes11.9B
Released2024-07
Popularity712k downloads / month on HuggingFace
LicenceCommercial licence needed (the model's own licence); AxForge handles the licence where one is required
AvailabilityAvailable as managed deployment, operated by AxForge on hardware reserved for you
HardwareNVIDIA DGX Spark (GB10, 128 GB unified memory), owned and operated by AxForge
RegionMálaga, Spain (eu-es-1)
PricingHardware from €0.85/hour, rental term: Hour, week, month or year. Managed service quoted per deployment. Request deployment and we confirm both in writing.

We publish only numbers we measure ourselves, and we haven't benchmarked this model on our nodes yet. For quality benchmarks, see the model card in the catalogue and the official card on HuggingFace.

Deployment

What "managed deployment" means

SystemA dedicated NVIDIA DGX Spark (GB10, 128 GB unified memory), reserved for you
Commercial modelHour, week, month or year. Hardware from €0.85/hour, managed service quoted per deployment
EndpointOpenAI-compatible /v1 on your own machine, only your traffic
LocationHosted in the EU: Málaga, Spain (eu-es-1)
Data handlingZero prompt retention, same policy as the serverless API

The model is validated on AxForge hardware and deployed on your system. After deployment, your endpoint speaks the OpenAI API with the model name you receive with the deployment.

Data & privacy

Zero prompt retention

Prompts and completions are processed in memory in the EU, not written to disk, not logged, not retained, and never used to train anything. We keep only request metadata (token counts, timestamps, status) for billing and operations. The full policy is at axforge.ai/privacy.

FAQ

FLUX.1 [dev] hosting: common questions

Is FLUX.1 [dev] on the AxForge serverless API?

Not on the serverless API. It is available as a managed deployment: validated on AxForge hardware and deployed on a DGX Spark for your traffic only. The serverless API serves Qwen3.8 27B.

Can I use FLUX.1 [dev] commercially?

Only with a commercial licence from Black Forest Labs. AxForge deploys under it and tells you what applies. For a permissive option look at FLUX.1 [schnell].

How fast is image generation on a DGX Spark?

AxForge publishes only numbers it measures itself; you receive measured throughput for your resolution and step count with the deployment quote.

How fast is FLUX.1 [dev] on your hardware?

We publish only numbers we measure ourselves, and we haven't benchmarked this model on our nodes yet. For quality benchmarks, see the official model card.

What does a dedicated FLUX.1 [dev] deployment look like?

A dedicated NVIDIA DGX Spark (GB10, 128 GB unified memory) rented by the hour, week, month or year, running FLUX.1 [dev] behind an OpenAI-compatible endpoint on your own machine, hosted in the EU with zero prompt retention.

What does EU FLUX.1 [dev] hosting cost?

Hardware from €0.85/hour, by the hour, week, month or year; the managed service is quoted per deployment. Request deployment and we confirm both in writing.

Ready to build on EU inference?

Request deployment Talk to an engineer

Explore

All models

© 2026 AxForge · EU-hosted AI infrastructure Pricing Docs Trust Privacy Terms