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Stable Diffusion Webgpu

Last updated: August 8, 2024

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The Stable Diffusion WebGPU service allows users to run the Stable Diffusion image generation model directly in their browser using GPU acceleration. It requires the latest version of Chrome with specific experimental flags enabled, and provides customizable settings for generating images. Users can download the model directly to their browser cache and adjust settings such as prompt, negative prompt, number of inference steps, guidance scale, and more. Support is available for troubleshooting common errors and issues.

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Stable Diffusion Webgpu's Top Features

GPU acceleration in-browser

Customizable image generation settings

Direct model download to browser cache

Support for experimental WebAssembly flags

Ability to run VAE after each inference step

Error troubleshooting via FAQ

Ported StableDiffusionPipeline from Python to JavaScript

Large memory allocation support with onnxruntime and emscripten+binaryen

FP16 support with recent Chrome versions

Seamless integration with web technologies

Frequently asked questions about Stable Diffusion Webgpu

Stable Diffusion Webgpu's pricing

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