Next, let's instantiate an agent with controlnet_transformer and upscaler: py tools = [controlnet_transformer, upscaler] agent = HfAgent("https://api-inference.huggingface.co/models/bigcode/starcoder", additional_tools=tools) This command should give you the following info: text image_transformer has been replaced by as provided in `additional_tools` The set of curated tools already has an image_transformer tool which is hereby replaced with our custom tool.