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Jakub Prejzner

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#natural language process... Preprint Sep 2026

Quantization Thresholds Replicate, Failure Modes Do Not: A Three-Model Study of Agentic Tool Use in Polish from 8-bit to 2-bit

PolAgentBench, a deterministic benchmark with Polish prompts and English tool schemas, is introduced and how GGUF quantization affects agentic tool use in Polish and whether the effects generalize across models is asked.

Jakub Prejzner · 0 citations