Learn how to install XFormers and significantly boost Stable Diffusion performance on systems with limited RAM in this comprehensive 33-minute tutorial. Explore the efficiency of XFormers, a Facebook Research library that enhances the attention function in machine learning models. Follow step-by-step instructions for installing the necessary components, including Webui, Python, CUDA, and Visual Studio. Gain insights into the XFormers installation process and witness the impressive 1.5x speed improvement in Stable Diffusion. Includes detailed explanations, benchmarking, and troubleshooting tips to ensure successful implementation.
How to Install XFormers and Run Stable Diffusion Faster on 4GB RAM
Overview
Syllabus
- Summary
- XFormer Explanation
- Initial Benchmark
- Install Webui
- Install Python
- Install CUDA
- Verify Webui Installation
- Install Visual Studio
- Install XFormers
- Results
Taught by
koiboi
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