Zipbench: Low-Cost Framework for Compressing Comprehensive Benchmarks of Large Language Models

arXiv:2609.12475 · cs.CL · Submitted 2026-09-11 · Read on arXiv

cs.CL

Submitted: 2026-09-11

Updated: 2026-09-11

Comments: Accepted by EMNLP 2026 main track

Code: https://github.com/MilkThink-Lab/ZipBench

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 9× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes

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