How much GPU memory does SSD-1B need?

About 8.5 GB to draw images: 4.47 GB of weights and the runtime's own memory.

What is the cheapest GPU to run SSD-1B?

Right now one RTX 3060 at $0.09 an hour; RTX 5090 at $0.65 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.

Can SSD-1B run on an RTX 4090?

Yes: it needs about 8.5 GB and an RTX 4090 has 24 GB.

How do I deploy SSD-1B as an API?

Pick a machine on its GridPup page and press Deploy: GridPup rents the GPU, downloads the model from Hugging Face and serves it at an https address with keys and OpenAI's image API, billed by the hour.

Models / SSD

segmind/SSD-1B

Text to image · served with Diffusers · ↓ 18.2K downloads a month · View on Hugging Face

segmind/SSD-1B needs about 8.5 GB of GPU memory to draw images. It runs on one RTX 3060 from $0.09/h right now; best value: RTX 5090 at $0.65/h.

Weights: 4.5 GB
GPU memory needed: about 8.5 GB
Memory · disk: 16 GB · 45 GB
Architecture: StableDiffusionXLPipeline
Licence: apache-2.0

Hardware and deploy

Endpoint name

$0.65/h from your balance while it runs, billed by the hour; stop it from its page. GridPup rents the machine, which downloads the model from Hugging Face (usually ready in 10 to 15 minutes), and gives you an https address, keys and a Playground.

Questions

How much GPU memory does SSD-1B need?: About 8.5 GB to draw images: 4.47 GB of weights and the runtime's own memory.
What is the cheapest GPU to run SSD-1B?: Right now one RTX 3060 at $0.09 an hour; RTX 5090 at $0.65 an hour is the best value for its speed. Prices are live offers from GPU clouds, checked every 15 minutes.
Can SSD-1B run on an RTX 4090?: Yes: it needs about 8.5 GB and an RTX 4090 has 24 GB.
How do I deploy SSD-1B as an API?: Pick a machine on its GridPup page and press Deploy: GridPup rents the GPU, downloads the model from Hugging Face and serves it at an https address with keys and OpenAI's image API, billed by the hour.

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