Hi. It sounds like a direct translation from your language rather than natural English, Anon. We wouldn't leave memories, in the first place; we take them away with us.
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Grammar GeekNote spelling: Remembrance"Fond" is another good word.
The dictionary may support this definition, but it doesn't sound natural to me. I wold say I have nice memories of...
For me, a remembrance is more often a thing that reminds me - like a little souvenir or a photo.