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update examples and downloaders

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Artiprocher
2024-06-27 19:43:50 +08:00
parent 0af60b9c73
commit 0b1704976a
21 changed files with 409 additions and 100 deletions
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18
examples/image_synthesis/sd_text_to_image.py
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@@ -1,23 +1,23 @@
from diffsynth import ModelManager, SDImagePipeline, ControlNetConfigUnit
from diffsynth import ModelManager, SDImagePipeline, ControlNetConfigUnit, download_models
import torch
# Download models
# Download models (automatically)
# `models/stable_diffusion/aingdiffusion_v12.safetensors`: [link](https://civitai.com/api/download/models/229575?type=Model&format=SafeTensor&size=full&fp=fp16)
# `models/ControlNet/control_v11p_sd15_lineart.pth`: [link](https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth)
# `models/ControlNet/control_v11f1e_sd15_tile.pth`: [link](https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth)
# `models/Annotators/sk_model.pth`: [link](https://huggingface.co/lllyasviel/Annotators/resolve/main/sk_model.pth)
# `models/Annotators/sk_model2.pth`: [link](https://huggingface.co/lllyasviel/Annotators/resolve/main/sk_model2.pth)
download_models(["AingDiffusion_v12", "ControlNet_v11p_sd15_lineart", "ControlNet_v11f1e_sd15_tile"])
# Load models
model_manager = ModelManager(torch_dtype=torch.float16, device="cuda")
model_manager.load_textual_inversions("models/textual_inversion")
model_manager.load_models([
"models/stable_diffusion/aingdiffusion_v12.safetensors",
"models/ControlNet/control_v11f1e_sd15_tile.pth",
"models/ControlNet/control_v11p_sd15_lineart.pth"
])
model_manager = ModelManager(torch_dtype=torch.float16, device="cuda",
file_path_list=[
"models/stable_diffusion/aingdiffusion_v12.safetensors",
"models/ControlNet/control_v11f1e_sd15_tile.pth",
"models/ControlNet/control_v11p_sd15_lineart.pth"
])
pipe = SDImagePipeline.from_model_manager(
model_manager,
[