AILean Verified Transformers explores proofs of transformer properties
The project's author says it combines from-scratch proofs in Lean with speculation about how hard similar work would be for the rest of the world's code.
TLDR
Announcing Lean Verified Transformers, its author says the project proves a set of transformer invariants—properties meant to remain true—from scratch in Lean. The author also describes speculation about how difficult it would be to extend that kind of work to the rest of the world's code.
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Lean Verified Transformers explores proofs of transformer properties
The project's author says it combines from-scratch proofs in Lean with speculation about how hard similar work would be for the rest of the world's code.