FLUX.1-Kontext-dev 

FLUX.1 Kontext (Black Forest Labs)

Text-to-image generation tuned for strong prompt understanding and visual consistency.

• Train big, steer better. Built on the FLUX.1 image foundation model, with additional training focused on prompt alignment, composition, and semantic control.

• High-fidelity outputs. Produces sharp images with good anatomy, readable text, and consistent styles across generations—especially for complex or descriptive prompts.

• Developer-grade control. Designed to respond predictably to prompt structure, making it easier to iterate, compare outputs, and fine-tune prompt strategies.

• Heavy but capable. Larger than classic Stable Diffusion models, with higher VRAM needs—but delivers noticeably better prompt adherence and image quality.

• Research-friendly. Released as a dev checkpoint for experimentation and evaluation, not locked-down production usage.

Why pick it for Norman AI?

if your workflow depends on prompt precision and visual consistency, FLUX.1 Kontext is a strong choice. It’s well-suited for comparing prompt variants, exploring creative direction, and testing next-gen text-to-image behavior beyond standard diffusion baselines.

response = await norman.invoke(
    {
        "model_name": "flux-1-kontext-dev",
        "inputs": [
            {
                "display_title": "Prompt",
                "data": "A cat playing with a ball on mars"
            }
        ]
    }
)