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I have the strong feeling that the negative prompt (cfg_negative_prompt) is confused in the implementation with a positive prompt (guidance). Could you please check this in the code? Thank you.
A negative prompt is an instruction to exclude elements from generated content. That could be bad ethical content, objects, styles, colors, effects, etc.