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dc7f251 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | import torch
from diffusers.pipelines import StableDiffusionPipeline
from .utils import ClassRegistry
from .load_consistency import load_consistency
diffusion_models_registry = ClassRegistry()
@diffusion_models_registry.add_to_registry("stable-diffusion-v1-4")
def read_v14(scheduler):
model_id = "CompVis/stable-diffusion-v1-4"
model = StableDiffusionPipeline.from_pretrained(
model_id, torch_dtype=torch.float32, scheduler=scheduler
)
return model
@diffusion_models_registry.add_to_registry("stable-diffusion-v1-5")
def read_v15(scheduler):
model_id = "runwayml/stable-diffusion-v1-5"
model = StableDiffusionPipeline.from_pretrained(
model_id, torch_dtype=torch.float32, scheduler=scheduler
)
return model
@diffusion_models_registry.add_to_registry("consistency-v1-5")
def read_v15(device):
solver = load_consistency(device)
return solver
@diffusion_models_registry.add_to_registry("stable-diffusion-v2-1")
def read_v21(scheduler):
model_id = "stabilityai/stable-diffusion-2-1"
model = StableDiffusionPipeline.from_pretrained(
model_id, torch_dtype=torch.float32, scheduler=scheduler
)
return model
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