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apparently you can straight up duplicate/add/rearrange layers without changing any of the weights and get better results as well - https://dnhkng.github.io/posts/rys/
LLM Neuroanatomy: How I Topped the LLM Leaderboard Without Changing a Single Weight

ML, Biotech, Hardware, and Coordination Problems. Sometimes I write about hard problems and how to solve them.

David Noel Ng