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burakaydinofficial/Quantuzo

Quantuzo: KV Cache Quantization Benchmark Does KV cache quantization in llama.cpp hurt coding ability? Quantuzo measures the impact of KV cache quantization levels on real-world software engineering tasks using SWE-bench. Instead of synthetic benchmarks, models must actually browse repositories, understand code, write patches, and pass test suites. Motivation KV cache quantization (q8_0, q5_0, q4_0, etc.) significantly reduces VRAM usage during inference, making… See the full description on the dataset page: https://huggingface.co/datasets/burakaydinofficial/Quantuzo.

Author / organizationburakaydinofficial
License (as declared)mit
Downloads434 (as reported by Hugging Face)
Likes1
Created27 February 2026
Last updated at source2 August 2026
benchmarkllama-cppkv-cachequantizationswe-benchswe-agentcode-generation
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