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# SHARK
High Performance Machine Learning and Data Analytics for CPUs, GPUs, Accelerators and Heterogeneous Clusters
High Performance Machine Learning Distribution
[![Nightly Release](https://github.com/nod-ai/SHARK/actions/workflows/nightly.yml/badge.svg)](https://github.com/nod-ai/SHARK/actions/workflows/nightly.yml)
[![Validate torch-models on Shark Runtime](https://github.com/nod-ai/SHARK/actions/workflows/test-models.yml/badge.svg)](https://github.com/nod-ai/SHARK/actions/workflows/test-models.yml)
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### Quick Start for SHARK Stable Diffusion for Windows 10/11 Users
Install Driver from Prerequisites above
Install Driver from [Prerequisites](https://github.com/nod-ai/SHARK#install-your-hardware-drivers) above
Download the latest .exe https://github.com/nod-ai/SHARK/releases. Double click the .exe and you should have the UI in the browser. If you have custom models (ckpt, safetensors) put in a `models/` directory where the .exe is.
Download the latest .exe https://github.com/nod-ai/SHARK/releases.
Read https://github.com/nod-ai/SHARK/blob/main/apps/stable_diffusion/stable_diffusion_amd.md for some known AMD Driver quirks with cursors etc. Dark Theme works better: http://localhost:8080/?__theme=dark
Double click the .exe and you should have the [UI]( http://localhost:8080/?__theme=dark) in the browser.
If you have custom models (ckpt, safetensors) put in a `models/` directory where the .exe is.
Enjoy.
Some known AMD Driver quirks and fixes with cursors are documented [here](https://github.com/nod-ai/SHARK/blob/main/apps/stable_diffusion/stable_diffusion_amd.md ).
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