Event Dime

Two More Methods for Consistency Training and Some New Ways to Apply It

Family & Kids
When:
June 5, 2026 · 9:06 PM
Where:
A review of Where Is My Flying Car? by J. Storrs Hall — LessWrong
Source:
A review of Where Is My Flying Car? by J. Storrs Hall — LessWrong

Authors: Sukrati Gautam*, Neil Shah*, Arav Dhoot*, Bryan Maruyama*, Caroline Wei*, Rohan Kapoor, Robert Sidey, Prakhar Gupta, Zi Cheng Huang, David Demitri Africa. This work was done for the SPAR Fellowship, and has been accepted at AI4GOOD @ ICML 2026. It was supervised by David Africa. TL;DR We introduce two new consistency training methods, MLPCT (enforcing consistency on MLP hidden states) and AttCT (enforcing consistency on per-head attention distributions). Consistency training generalizes

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    A review of Where Is My Flying Car? by J. Storrs Hall — LessWrong

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    A review of Where Is My Flying Car? by J. Storrs Hall — LessWrong

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