arXiv (All)
open access
Quantization Thresholds Replicate, Failure Modes Do Not: A Three-Model Study of Agentic Tool Use in Polish from 8-bit to 2-bit
We ask how GGUF quantization affects agentic tool use in Polish and whether the effects generalize across models. We introduce PolAgentBench, a deterministic benchmark with Polish prompts and English tool schemas: a 67-task main suite (15 adversarial probes, 52 hard-tier tasks) and a 46-task arithme
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Failure-Transparent Agents: Benchmarking Post-Failure Reporting in Tool-Using Language Models#1130381
- Failure-Transparent Agents: Benchmarking Post-Failure Reporting in Tool-Using Language Models#1108791
- An Empirical Study of Automating Agent Evaluation#1076077
- DAREBench: Deployment-Aware and Reliable Evaluation of Models as Agents#973669
- FIRE: Failure-Informed Runtime Engineering for Reliable Language-Model Agents#1061953
Record · ID 1115998
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive