Progressive Cramming: Reliable Token Compression and What It Reveals

Dmitrii Tarasov, Timofei Lashukov, Elizaveta Goncharova +1

Token cramming compresses sequences into learned embeddings with near-perfect reconstruction, but fixed token budgets and 99\% accuracy thresholds leave it unclear whether residual…