wasmedge_stable_diffusion
| Crates.io | wasmedge_stable_diffusion |
| lib.rs | wasmedge_stable_diffusion |
| version | 0.3.2 |
| source | src |
| created_at | 2024-08-21 06:23:25.171704 |
| updated_at | 2024-10-28 12:33:03.770007 |
| description | A Rust library for using stable diffusion functions when the Wasi is being executed on WasmEdge. |
| homepage | |
| repository | https://github.com/WasmEdge/wasmedge-stable-diffusion |
| max_upload_size | |
| id | 1346175 |
| size | 37,059 |
hydai (hydai)
documentation
README
WasmEdge Stable Diffusion
A Rust library for using stable diffusion functions when the Wasi is being executed on WasmEdge.
Set up WasmEdge
git clone https://github.com/WasmEdge/WasmEdge.git
cd WasmEdge
cmake -GNinja -Bbuild -DCMAKE_BUILD_TYPE=Release -DWASMEDGE_BUILD_TESTS=OFF -DWASMEDGE_PLUGIN_STABLEDIFFUSION=On
cmake --build build
cmake --install build
Download Model
Download the weights or quantized model from the following command.
You also can use our example to quantize the weights by yourself.
stable-diffusion v1.4: second-state/stable-diffusion-v-1-4-GGUF
stable-diffusion v1.5: second-state/stable-diffusion-v1-5-GGUF
stable-diffusion v2.1: second-state/stable-diffusion-2-1-GGUF
curl -L -O https://huggingface.co/second-state/stable-diffusion-v-1-4-GGUF/resolve/main/sd-v1-4.ckpt
curl -L -O https://huggingface.co/second-state/stable-diffusion-v-1-4-GGUF/resolve/main/stable-diffusion-v1-4-Q8_0.gguf
Run the example
cargo build --target wasm32-wasi --release
wasmedge --dir .:. ./target/wasm32-wasi/release/wasmedge_stable_diffusion_example.wasm
Then you can see the three new files.
- sd-v1-4-Q8_0.gguf: is the quantization of sd-v1-4
- output.png: an image with a cat
- output2.png: an image of a cat with blue eyes.