How to Utilize OKF Efficiently to Enable Knowledge Exchange Among LLMs
13 August 2026 at 16:30
Google's Open Knowledge Format (OKF) is a Markdown+YAML skeleton for sharing knowledge between humans and AI agents. This post reuses that skeleton for a very specific job β an agent-to-agent hand-off of pre-tokenized integer arrays between three Qwen2.5-Coder models (7B, 3B, 1.5B) β and shows the 28β37% TTFT reduction plus the one full-vocabulary equivalence check that keeps the whole thing safe.
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