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mr. TIM
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
TST: Token Superposition Training
Nous Research released an algorithm, drop-in replacement, that drops requires compute for pretraining by 2x-3x and yields an identical model
Not often you see compromise-free optimizations, especially of this magnitude
https://nousresearch.com/token-superposition
2026-05-14T10:57:06.863Z