#error budget

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1 paper match

cs.LG2026

Flat Score, Amplified Failures: How the Error Budget Masks Damage in Quantized LLM Agents

Jiwon Jang, Kisu Yang, Heuiseok Lim +1

The paper evaluates 4-bit post‑training quantization of multi‑turn, tool‑calling LLM agents and finds that while standard scores remain unchanged, quantization substantially increa…

#quantization#large language models#tool‑calling agents#evaluation metrics