lllyasviel/control_v11p_sd15_inpaint · RuntimeError: "LayerNormKernelImpl" not implemented for 'Half'

Replace this:

controlnet = ControlNetModel.from_pretrained(
    "lllyasviel/control_v11p_sd15_inpaint", torch_dtype=torch.float16
)
pipe = StableDiffusionControlNetInpaintPipeline.from_pretrained(
    "runwayml/stable-diffusion-v1-5", controlnet=controlnet, torch_dtype=torch.float16
)

by that

controlnet = ControlNetModel.from_pretrained(
    "lllyasviel/control_v11p_sd15_inpaint", torch_dtype=torch.float32
)
pipe = StableDiffusionControlNetInpaintPipeline.from_pretrained(
    "runwayml/stable-diffusion-v1-5", controlnet=controlnet, torch_dtype=torch.float32
)

Hope it's helpful!