nod-ai/AMD-SHARK-Studio

Health v2 · maintenance only

Adoption not part of the score

1451 stars · 166 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

AMD-SHARK Studio is a web UI distribution for high-performance machine learning inference built on SHARK and IREE, primarily for running Stable Diffusion models on AMD, NVIDIA, and Apple Silicon GPUs via Vulkan. The project is explicitly not currently maintained.

Use cases

• run stable diffusion locally on an AMD GPU
• generate images with a local web UI on Windows
• run ML models with Vulkan on Apple Silicon
• high performance stable diffusion inference without CUDA
• download an exe and start generating images locally

When to choose

• you have an AMD RDNA GPU and want local Stable Diffusion on Windows
• you want a simple one-click installer for GPU-accelerated image generation
• you specifically need the IREE/MLIR compiler stack for inference

When to avoid

• you need an actively maintained project with bug fixes
• you want the broadest model and feature support like ComfyUI or A1111
• you rely on Linux MESA/RADV drivers or newer Vulkan SDKs on macOS

Facets

application · maturity abandoned

machine-learning llm-inference stable-diffusion gpu-computing gui machine-learning deep-learning image-processing gpu-computing windows python iree mlir vulkan stable-diffusion-ui amd-gpu not-maintained macos linux

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markdown · JSON · MCP: product_card(name="nod-ai/AMD-SHARK-Studio")