A Mechanistic Interpretability Analysis of Grokking : vimars

A significantly updated version of this work is now on Arxiv …

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Janos Kramar , Martin Wattenberg , Vikrant Varma , Zac Kenton , Chris Olah , Jeff Wu , Noa Nabeshima , Jacob Steinhardt , Evan Hubinger , Jacob Hilton , Arthur Conmy , Tom Lieberum , Michela Paganini , John Wentworth , Rohin Shah , Kevin Wang , Yalex Ray , Nicholas Turner , Nick Cammarata , Tao Lin , David Lindner , Neel Nanda , David Bau , Lauro Langosco , Eric Michaud , Johannes Treutlein , Xander Davies , , Discrete Fourier Transforms , Discrete Fourier Transform , Induction Heads , Large Language Models , Repeated Subsequences , Phase Changes , Phase Changes Are Inherent , Mathematical Framework , Transformer Circuits , Intuitive Explanation , Zero Capabilities , Alphazero Interpretability , Discrete Fourier , Fourier Components , Fourier Basis , Circuits During , Slingshot Mechanism , Vlad Mikulik , Sid Black ,