MATH · IN · MODELS

Mini-ICL toy transformers (custom, Yan, Yang & Zhong 2026)

University of Wisconsin-Madison / University of Chicago (custom-trained)

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By model (1)

Mini-ICL synthetic RoPE transformer (6L/2H/d128 for dice and Markov-chain tasks; 16L for linear regression) · small (6 or 16 layers, 2 heads, d=128), trained from scratch

Papers

Task Vector Geometry Underlies Dual Modes of Task Inference in Transformers (2026)