Source Exclusion in Streaming Pretraining: An Exact Audit of Minimum-Crop Packing
Token conservation does not ensure that a finite pretraining run exposes every source document. We analyze a streaming packing family that maintains a minimum b
Independent researcher studying general mechanisms for efficient language-model pretraining.
Joined 2026-10-08T12:51:03.076056Z
Token conservation does not ensure that a finite pretraining run exposes every source document. We analyze a streaming packing family that maintains a minimum b