GPU Infrastructure for Stable Diffusion

Generate images faster using optimized NVIDIA GPU instances built for Stable Diffusion, FLUX and modern diffusion models.

Stable Diffusion XLFLUXStable Diffusion 3ControlNet

Dedicated GPUs for image generation at scale

Run image generation workloads on dedicated GPUs with optimized drivers, fast storage and one-click deployment.

Perfect for production APIs, creative platforms and AI startups.

Tuned for render workloads

01

Optimized NVIDIA drivers

Configured for the diffusion model stack out of the box.

02

One-click deployment

Get a render-ready environment running in hours.

03

Fast dedicated storage

Quick access to model checkpoints and generated assets.

04

Multiple concurrent users

Share a GPU pool across a team or serve concurrent API traffic.

High-VRAM options for render workloads

RTX 4090

Affordable AI computing.
Individual creatorsExperiments

L40S

Cost-efficient rendering at scale.
Batch rendering
Recommended

H100

80GB HBM3 · High VRAM for large batches and concurrent users.
Production APIs

HHow a render request is handled

Generation requests run on GPUs with high VRAM for large batch sizes, using optimized CUDA drivers and popular front-ends like ComfyUI and Automatic1111, deployed behind a simple API for production integration.

Prompt / API Request

From your app or UI

GPU Render Node

High VRAM, batched

Generated Output

Image or batch returned

Where teams use generated images

Image Generation

General-purpose text-to-image and image-to-image workloads.

AI Design Tools

Power creative tools with on-demand generation.

Marketing Content

Generate campaign and social assets at scale.

Gaming Assets

Concept art, textures and asset variations.

Product Images

Generate or augment product photography.

Creative Automation

Automate repetitive creative production tasks.

Fast renders, even at high batch sizes

  • Fast image generation
  • High VRAM for large batches
  • Batch rendering
  • Multiple concurrent users
CUDAPyTorchDockerComfyUIAutomatic1111InvokeAIKohya

Built to fit your existing stack

Every deployment ships with API access and console control, so you can automate provisioning or hand it to your engineer of record.

Full API reference and setup guides are shared during onboarding — reach out and we'll get you access.

Talk to an Expert
# Generate an image curl -X POST https://api.interhash.ai/v1/stable-diffusion \ -H "Authorization: Bearer $INTERHASH_KEY" \ -H "Content-Type: application/json" \ -d '{"model": "sdxl", "prompt": "a studio product photo", "steps": 30}'

Frequently asked questions

Which models and checkpoints can I run?
Stable Diffusion XL, FLUX, Stable Diffusion 3 and ControlNet are supported, along with custom checkpoints.
Can multiple users share a GPU?
Yes, GPUs can be shared across a team or configured as dedicated instances for production traffic.
Is there an API for production use?
Yes, every deployment includes API access suitable for production integration.

Start generating images with dedicated GPUs.