This is just a renamed copy of the original controlnet https://huggingface.co/TTPlanet/TTPLanet_SDXL_Controlnet_Tile_Realistic_V1 that works out of the box with diffusers in fp16 mode.
controlnet = ControlNetModel.from_pretrained(
"OzzyGT/SDXL_Controlnet_Tile_Realistic", torch_dtype=torch.float16, variant="fp16"
)
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Inference API (serverless) does not yet support diffusers models for this pipeline type.