OPEN MODELS / AI image generation
Run Toonflow-app on a cloud GPU
Toonflow-app is a AI image generation model by HBAI-Ltd. 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: 短剧、漫剧制作工具 Toonflow：开源 AI 视频创作平台，集成剧本创作、智能分镜、角色与场景资产管理、图像生成和视频生成。融合无限画布、AI Agent 与可视化工作流，支持本地部署、自选模型、跨平台客户端、MCP 与插件扩展。Open-source AI short drama and motion comic creation tool with an infinite canvas, AI agents, storyboarding, image and video generation. Self-hosted and extensible, with a canvas-base
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 | $0.15 | $1.50 | 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 Toonflow-app
- 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/HBAI-Ltd/Toonflow-app.git
cd Toonflow-appWhy 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 Toonflow-app 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 Toonflow-app?
- From $0.15 per hour on RTX 3060, billed per second. Ten hours cost about $1.50.
- 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