Ben_Kosytorz/stable-diffusion-burn-vibe
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Use torch by default

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Gadersd
2023-08-24 17:12:53 -04:00
committed by Ben_Kosytorz
parent d4afd71fda
commit 167e45fc30
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README.md
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@@ -22,17 +22,17 @@ wget https://huggingface.co/Gadersd/Stable-Diffusion-Burn/resolve/main/V1/SDv1-4
### Step 2: Run the Sample Binary
Invoke the sample binary provided in the rust code. By default, wgpu is used which requires a gpu with at least 10 GB of VRAM (will be lower in the future), but torch can be used with the `torch-backend` feature and can run on a 6 GB gpu.
Invoke the sample binary provided in the rust code. By default, torch is used. The WGPU backend is unstable for SD but may work well in the future as burn-wpu is optimized.
```bash
# wgpu (NEEDS >= 10 GB VRAM)
# Arguments: <model_type(burn or dump)> <model> <unconditional_guidance_scale> <n_diffusion_steps> <prompt> <output_image>
cargo run --release --bin sample burn SDv1-4 7.5 20 "An ancient mossy stone." img
# torch (at least 6 GB VRAM, possibly less)
export TORCH_CUDA_VERSION=cu113
# Arguments: <model_type(burn or dump)> <model> <unconditional_guidance_scale> <n_diffusion_steps> <prompt> <output_image>
cargo run --release --features torch-backend --bin sample burn SDv1-4 7.5 20 "An ancient mossy stone." img
cargo run --release --bin sample burn SDv1-4 7.5 20 "An ancient mossy stone." img
# wgpu (UNSTABLE)
# Arguments: <model_type(burn or dump)> <model> <unconditional_guidance_scale> <n_diffusion_steps> <prompt> <output_image>
cargo run --release --features wgpu-backend --bin sample burn SDv1-4 7.5 20 "An ancient mossy stone." img
```
This command will generate an image according to the provided prompt, which will be saved as 'img0.png'.