Grokking Transformer
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![[2305.18741] Grokking of Hierarchical Structure in Vanilla Transformers](https://ar5iv.labs.arxiv.org/html/2305.18741/assets/x2.png "Grokking Transformer")
![[2305.18741] Grokking of Hierarchical Structure in Vanilla Transformers](https://ar5iv.labs.arxiv.org/html/2305.18741/assets/x1.png "Grokking Transformer")
![[2305.18741] Grokking of Hierarchical Structure in Vanilla Transformers](https://ar5iv.labs.arxiv.org/html/2305.18741/assets/x5.png "Grokking Transformer")
![[2309.02390] Explaining grokking through circuit efficiency](https://ar5iv.labs.arxiv.org/html/2309.02390/assets/x2.png "Grokking Transformer")
![[2309.02390] Explaining grokking through circuit efficiency](https://ar5iv.labs.arxiv.org/html/2309.02390/assets/x3.png "Grokking Transformer")
![[论文评述] Mechanistic Insights into Grokking from the Embedding Layer](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mechanistic-insights-into-grokking-from-the-embedding-layer-2.png "Grokking Transformer")
![[2309.02390] Explaining grokking through circuit efficiency](https://ar5iv.labs.arxiv.org/html/2309.02390/assets/x7.png "Grokking Transformer")
![[2402.16726] Interpreting Grokked Transformers in Complex Modular ...](https://ar5iv.labs.arxiv.org/html/2402.16726/assets/x1.png "Grokking Transformer")
![[2402.16726] Interpreting Grokked Transformers in Complex Modular ...](https://ar5iv.labs.arxiv.org/html/2402.16726/assets/x4.png "Grokking Transformer")
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![[2504.12916] Exact Learning Dynamics of In-Context Learning in Linear ...](https://ar5iv.labs.arxiv.org/html/2504.12916/assets/x7.png "Grokking Transformer")
![[论文评述] A Theoretical Framework for Grokking: Interpolation followed by ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-theoretical-framework-for-grokking-interpolation-followed-by-riemannian-norm-minimisation-1.png "Grokking Transformer")
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