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Data · towardsdatascience.com · Friday, 14 August 2026

OKF‑Powered Token Sharing Cuts LLM Latency Up to 38%

Google’s Open Knowledge Format (OKF) lets three Qwen2.5‑Coder models share a single pre‑tokenized NumPy array via shared memory, eliminating redundant BPE work. The trick shaves 28% latency on the 3B model and 38% on the 1.5B model, while a strict vocab‑equality guard prevents silent mis‑interpretation.

Read the source: towardsdatascience.com ↗In the 14 August issue →