wildminder/AI-windows-whl

What it solves

Building complex AI/ML Python packages from source on Windows is often a complicated and error-prone process. Many high-performance libraries, such as flash-attention and xformers, lack official pre-built wheels for the Windows platform, creating a significant barrier for developers and AI enthusiasts.

How it works

This project provides a curated, centralized collection of direct links to pre-compiled .whl (wheel) files for these difficult-to-install libraries. Users can install these packages via pip using the direct URL to the compatible wheel based on their specific Python, PyTorch, and CUDA versions.

Who it’s for

It is primarily designed for the ComfyUI community and other PyTorch users on Windows who need high-performance AI libraries without the need to compile them from source.

Highlights

• Pre-compiled wheels for essential libraries including PyTorch, Flash Attention, xformers, SageAttention, NATTEN, Triton (Windows Fork), and bitsandbytes.
• Support for a wide range of Python (3.9 - 3.14) and CUDA versions.
• A dedicated search page ("Find Windows AI Wheels") for quickly locating the correct package.
• Direct pip install commands for various stable and nightly PyTorch versions.