Wan Lora Manual Ai-Toolkit Install

Manual Install Method from my last Youtube Video: https://youtu.be/lRg5sPBXTZE
Link to get the loras, workflow and installers : https://www.patreon.com/c/aitrepreneur


1. Install prereqs manually:
– CUDA 12.8 (RTX-50)  OR  CUDA 12.6 (RTX-40/30/20/GTX)
– Git, Python 3.10 64-bit, Node 18/20 LTS


git clone https://github.com/ostris/ai-toolkit.git
cd ai-toolkit

python -m venv venv
call venv\Scripts\activate.bat
python -m pip install -U pip

RTX-50  (CUDA 12.8)
pip install --no-cache-dir torch==2.7.0 torchvision==0.22.0 --index-url https://download.pytorch.org/whl/cu128


RTX-40/30/20/GTX 16/10  (CUDA 12.6)
ip install --no-cache-dir torch==2.7.0 torchvision==0.22.0 --index-url https://download.pytorch.org/whl/cu126

pip install -r requirements.txt

cd ui
npm install
npm run build_and_start

open localhost


Optional password
set AI_TOOLKIT_AUTH=mypwd && npm run build_and_start



RUNPOD:
Create account at: https://bit.ly/runpodAi


0) Optional:  sudo apt update -y
sudo apt install -y git python3 python3-venv python3-pip build-essential curl

git clone https://github.com/ostris/ai-toolkit.git
cd ai-toolkit

python3 -m venv venv
source venv/bin/activate
pip install -U pip

Pick one:
• 5000-series  (CUDA 12.8 wheels)
pip install --no-cache-dir torch==2.7.0+cu128 torchvision==0.22.0+cu128 --index-url https://download.pytorch.org/whl/cu128
• Older GPUs   (CUDA 12.6 wheels)
pip install --no-cache-dir torch==2.7.0 torchvision==0.22.0 --index-url https://download.pytorch.org/whl/cu126

pip install -r requirements.txt

curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.3/install.sh | bash
source ~/.nvm/nvm.sh
nvm install 22 && nvm use 22

cd ui
npm install
npm run build_and_start





Chatgpt prompt:

I will upload a few images, wait until I finished uploading them all.

These are photos of Margot Robbie, analyze those images and caption them correctly for a Lora training using "Margot Robbie" as the caption token and convert each single caption into a .txt file and name them all in the same order, Margot Robbie_0001.txt, Margot Robbie_0002.txt, etc... and then finally zip them up all into a single zip file I can download


portrait of margot robbie, clean studio headshot, 85 mm lens, soft beauty lighting, photorealistic

margot robbie, film‑noir portrait, dramatic hard key light, deep shadows, black‑and‑white photo

oil painting portrait of margot robbie in the style of John Singer Sargent, loose brushwork, warm palette

margot robbie cyberpunk portrait, neon rim‑lights, rain‑soaked city backdrop, vivid colors, photoreal

1940s Hollywood glamour portrait of margot robbie, sepia tone, classic butterfly lighting, vintage lens flare

pop‑art portrait of margot robbie, bold halftone dots, saturated primary colors, Andy Warhol style

ukiyo‑e woodblock portrait of margot robbie, flat colors, delicate linework, Edo‑period aesthetic

renaissance oil portrait of margot robbie, chiaroscuro lighting, rich velvet dress, baroque background

futuristic holographic portrait of margot robbie, volumetric light, translucent interface elements, sci‑fi realism

candid Polaroid portrait of margot robbie, pastel color shift, soft film grain, natural window light