GLiClass Lands in OpenClaw: Local ONNX Decision Model Replaces Costly LLM Calls

steipete · x · 2026-09-24

The open-source zero-shot classifier GLiClass (inspired by GLiNER, 10x faster than cross-encoders) has been integrated into OpenClaw. Running locally via ONNX, it routes lightweight agent decisions — like steer vs. queue — without a full LLM call per choice. OpenClaw's next version ships a decision-model feature supporting local and API-compatible models.

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