OPEN MODELS / AI image generation
Run understand-prompt on a cloud GPU
understand-prompt is a AI image generation model by phodal. See how much GPU memory it needs, which GPUs it fits on today and what it costs to run it yourself, billed per second.
From the project: 【🔞🔞🔞 内含不适合未成年人阅读的图片】基于我擅长的编程、绘画、写作展开的 AI 探索和总结：StableDiffusion 是一种强大的图像生成模型，能够通过对一张图片进行演化来生成新的图片。ChatGPT 是一个基于 Transformer 的语言生成模型，它能够自动为输入的主题生成合适的文章。而 Github Copilot 是一个智能编程助手，能够加速日常编程活动。
GPUs it fits on today
Typical GPU memory for this kind of app: about 12 GB. Bigger models and higher resolutions need more.
| GPU | Memory | Per hour | 10 hours | |
|---|---|---|---|---|
| RTX 3060 | 12 GB | $0.16 | $1.60 | Rent |
| Titan Xp | 12 GB | $0.16 | $1.60 | Rent |
| GTX TITAN X | 12 GB | $0.17 | $1.70 | Rent |
| RTX 2060 | 12 GB | $0.17 | $1.70 | Rent |
| RTX 3060 laptop | 12 GB | $0.19 | $1.90 | Rent |
Live starting prices from our catalog. You pay per second while the machine runs.
How to run understand-prompt
- 01
Rent a GPU
Pick one of the GPUs above. Billing is per second; stop the machine and you stop paying.
- 02
Open a terminal or Jupyter
Connect over SSH or open Jupyter in your browser. PyTorch and CUDA are ready to use.
- 03
Clone the app and follow its README
Run the commands below, then follow the project's README. Most apps start a web interface you can open through the machine's ports.
git clone https://github.com/phodal/understand-prompt.git
cd understand-promptWhy run it yourself?
With your own GPU there is no monthly plan and no per-image credit. Load any model or LoRA you want and generate in batches.
Questions
- How much GPU memory does understand-prompt need?
- By our estimate about 12 GB for inference (? parameters). Higher resolution, longer context or bigger batches need more.
- How much does it cost to run understand-prompt?
- From $0.16 per hour on RTX 3060, billed per second. Ten hours cost about $1.60.
- Do I need a subscription?
- No. You pay only for the time your machine runs, from your USD balance. Stop it whenever you are done.
Try it on your own GPU in minutes
Pick a GPU, open Jupyter or SSH and run any open model. You pay per second and can stop anytime; no subscription, no setup fee.
- Per-second billing in USD
- PyTorch and CUDA ready in minutes
- Rent from ChatGPT or Claude too