The term "anime" is already a widely recognized word in French, as it refers specifically to the style of animation that originated in Japan. Therefore, it remains unchanged.
If you're looking to describe anime in context, you might say:
"Les anime sont des séries ou des films d'animation japonais, caractérisés par des visuels colorés et des thèmes variés."
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