diffusers.js WebGPU demo

You need latest Chrome with "Experimental WebAssembly" flag enabled!

You need "Experimental WebAssembly JavaScript Promise Integration (JSPI)" flag enabled!

You need Chrome Canary 119 or newer!

You need Chrome Canary 121 or higher for FP16 support!

Prompt

Negative Prompt

Number of inference steps (Because of PNDM Scheduler, it will be i+1)

Guidance Scale. Controls how similar the generated image will be to the prompt.

Seed (Creates initial random noise)

Check if you want to run VAE after each step

Pipeline

Press the button below to download model. It will be stored in your browser cache.

All settings above will become editable once model is downloaded.

Ready

Q: What if I get sbox_fatal_memory_exceeded?
A: You don't have enough RAM to run SD. You can try reloading the tab or browser.

Q: How did you make it possible?
A: In order to run it, I had to port StableDiffusionPipeline from python to JS. Then patch onnxruntime and emscripten+binaryen (WebAssembly compiler toolchain) to support allocating and using >4GB memory. Then WebAssembly spec and V8 engine.

FAQ