Modular Arithmetic Challenge. Neural induction of exact (a x b) mod p through abacus embeddings, algorithmic scratchpads and grokking, for the SAIR Foundation competition.
competition machine-learning mathematics transformers pytorch modular-arithmetic curriculum-learning grokking ai-research huggingface ameythakur amey algorithmic-reasoning length-generalization sair ameyarc neural-arithmetic amey-thakur sair-foundation abacus-embeddings
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Updated
Aug 23, 2026 - Python