wan2video
Generate videos using Wan2.2 TI2V (Text+Image to Video) 5B model with GGUF quantization and GPU acceleration.
Quick Start
# Install and run (requires sd-cli in PATH)
uvx wan2video "a cat walking on the grass, sunny day"
# Or install first
pip install wan2video
wan2video "a beautiful sunset over the ocean"
Prerequisites
- NVIDIA GPU with CUDA support (12GB+ VRAM recommended)
- stable-diffusion.cpp compiled with CUDA (
sd-cliin PATH) - ffmpeg (for mp4 output)
Setup sd-cli
wan2video setup
Or compile manually:
git clone --recurse-submodules https://github.com/leejet/stable-diffusion.cpp
cd stable-diffusion.cpp && mkdir build && cd build
cmake .. -DSD_CUBLAS=ON -DGGML_CUDA=ON
make -j
# Add build/bin/sd-cli to your PATH
Usage
# Text to video (480x320, 2 seconds)
wan2video "your prompt here"
# 720p video
wan2video "prompt" -W 1280 -H 720
# 1080p video
wan2video "prompt" -W 1920 -H 1080
# Image to video
wan2video "prompt describing motion" -i input.jpg
# More frames (5 seconds)
wan2video "prompt" -f 81
# Custom output
wan2video "prompt" -o my_video.mp4 --steps 30 --seed -1
Options
| Option | Default | Description |
|---|---|---|
-W/--width |
480 | Video width |
-H/--height |
320 | Video height |
-f/--frames |
33 | Frames (33≈2s, 81≈5s) |
-s/--steps |
20 | Sampling steps |
--cfg-scale |
7.0 | CFG guidance scale |
--seed |
42 | Random seed (-1 for random) |
-i/--image |
None | Input image for I2V |
-o/--output |
output.mp4 | Output file path |
Performance (RTX 4070 Ti 12GB)
| Resolution | Frames | Time |
|---|---|---|
| 480x320 | 33 | ~16s |
| 1280x720 | 33 | ~2.5min |
| 1920x1080 | 33 | ~9min |
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for wan2video 0.1.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| wan2video-0.1.1.tar.gz | 20.3 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| wan2video-0.1.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 27.5 kB
Release files / wan2video-0.1.1.tar.gz
| Download URL | wan2video-0.1.1.tar.gz |
|---|---|
| Size | 20.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / wan2video-0.1.1-py3-none-any.whl
| Download URL | wan2video-0.1.1-py3-none-any.whl |
|---|---|
| Size | 7.2 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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