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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This model is not currently available via any of the supported third-party Inference Providers, and the HF Inference API does not support diffusers models with pipeline type image-feature-extraction