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VoltaML - Fast Stable Diffusion

Stable Diffusion WebUI and API accelerated by AITemplate 

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Documentation · Report Bug · Request Feature

Made with ❤️ by Stax124, Gabe, and the community

Table of Contents

About the Project

Screenshots

screenshot screenshot screenshot

Tech Stack

Client

API

Discord Bot

DevOps

Main features

  • Easy install with Docker
  • Clean and simple Web UI
  • Supports PyTorch as well as AITemplat for inference
  • Support for Windows and Linux
  • Documented API

Speed comparison

Please refer to this table. Data had a small sample size and was usually collected on a single machine. Your results may vary.

Installation

Please see the documentation for installation instructions.

Contributing

Contributions are always welcome!

License

Distributed under the GPL v3. See License for more information.

Contact

Feel free to contact us on Discord: https://discord.gg/pY5SVyHmWm

Project Link: https://github.com/VoltaML/voltaML-fast-stable-diffusion

Extension points exported contracts — how you extend this code

IImage (Interface)
(no doc)
frontend/src/civitai.ts
IFile (Interface)
(no doc)
frontend/src/civitai.ts
IModelVersion (Interface)
(no doc)
frontend/src/civitai.ts
ICivitAIModel (Interface)
(no doc)
frontend/src/civitai.ts
ICivitAIModels (Interface)
(no doc)
frontend/src/civitai.ts

Core symbols most depended-on inside this repo

broadcast_sync
called by 86
api/websockets/manager.py
join
called by 57
core/thread.py
memory_cleanup
called by 32
core/inference/base_model.py
generate
called by 29
core/gpu.py
send
called by 22
core/logger/websocket_logging.py
default
called by 21
core/aitemplate/src/modeling/clip.py
run_command
called by 21
manager/src/utils/shell.rs
cloneObj
called by 20
frontend/src/functions.ts

Shape

Method 482
Function 460
Class 204
Route 51
Interface 35
Enum 4

Languages

Python89%
TypeScript6%
Rust5%
C++1%

Modules by API surface

core/aitemplate/src/modeling/clip.py40 symbols
core/inference/onnx/pipeline.py37 symbols
core/gpu.py32 symbols
core/inference/esrgan/utils/architecture/block.py31 symbols
api/routes/models.py29 symbols
core/aitemplate/src/modeling/unet_blocks.py27 symbols
core/types.py26 symbols
core/inference/injectables/lycoris.py23 symbols
core/interrogation/clip.py21 symbols
core/files.py20 symbols
api/routes/generate.py20 symbols
core/scheduling/custom/sasolver.py19 symbols

For agents

$ claude mcp add voltaML-fast-stable-diffusion \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact