Stable Diffusion Easy Step-By-Step Installation for Low End AMD GPU's
Stable Diffusion for Low-End AMD GPUs: Easy Windows Install Guide! 🚀
Think you need an expensive NVIDIA card to run Stable Diffusion? Think again! In today’s tutorial, I’ll show you exactly how to install and run Stable Diffusion locally on Windows using AMD GPUs (even low-end ones) using the DirectML fork.
We’ll be walking through the setup step-by-step, including the specific command-line arguments needed to prevent errors and optimize performance for your hardware.
📥 Download Links
Python 3.10.6:
https://www.python.org/downloads/rele...
Git for Windows: https://git-scm.com/install/windows
Stable Diffusion (DirectML):
https://github.com/AUTOMATIC1111/stab...
Model (epiCRealism): https://huggingface.co/philz1337x/epi...
🛠️ Installation Steps
Step 1: Prerequisites
Install Git and Python 3.10.6. During the Python installation, make sure to check the box that says "Add Python to PATH"—this is crucial!
Step 2: Setup Your Workspace
Navigate to C:\Users\Ghost.
Create a new folder named Stable Diffusion.
Open CMD inside that folder and clone the repository using the link in the description.
Step 3: Configuration for AMD
Right-click webui-user.bat and select Edit. Replace the content with the following code to ensure it bypasses CUDA and uses DirectML:
Code snippet
@echo off
set PYTHON=
set GIT=
set VENV_DIR=
set COMMANDLINE_ARGS=--skip-torch-cuda-test --use-directml --no-half --no-half-vae --precision full --skip-python-version-check
call webui.bat
Step 4: Adding the Model
Download the epicrealism_naturalSinRC1VAE.safetensors file and move it to:
\models\Stable-diffusion inside your installation folder.
Step 5: Launch!
Run webui-user.bat. The first launch will take some time as it downloads necessary dependencies. Once finished, it will provide a local URL (usually http://127.0.0.1:7860) to open in your browser.
🎨 Try This Prompt
Once you’re up and running, test your setup with these settings:
Positive Prompt:
RAW photo, subject, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3 of a black girl in braid making eye contact
Negative Prompt:
Distorted, Deformed, Disfigured, poorly drawn, bad anatomy, wrong anatomy, missing limb, extra limb, floating limb, mutated hands and fingers, disconnected limb, mutated, mutation, ugly, disgusting, blurry, amputation, comic, drawing, painting, anime, cartoon, paint, doll, cartoon, painting, illustration, (worst quality, low quality, normal quality:2), (deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime), text, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck, (deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation
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