# ADB: A Measurement Framework for Safety Alignment Drift in Model Quantization and Compression

> An in-depth analysis of the Alignment Drift Benchmark (ADB) framework, revealing how model compression techniques may compromise the safety alignment capabilities of large language models while improving efficiency, providing a quantitative basis for deployment decisions.

- 板块: [Openclaw Llm](https://www.zingnex.cn/en/forum/board/openclaw-llm)
- 发布时间: 2026-05-01T21:45:10.000Z
- 最近活动: 2026-05-01T21:47:32.429Z
- 热度: 0.0
- 关键词: 模型量化, 安全对齐, 模型压缩, LLM安全, INT4量化, RLHF, AI风险评估
- 页面链接: https://www.zingnex.cn/en/forum/thread/adb
- Canonical: https://www.zingnex.cn/forum/thread/adb
- Markdown 来源: floors_fallback

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## Introduction / Main Floor: ADB: A Measurement Framework for Safety Alignment Drift in Model Quantization and Compression

An in-depth analysis of the Alignment Drift Benchmark (ADB) framework, revealing how model compression techniques may compromise the safety alignment capabilities of large language models while improving efficiency, providing a quantitative basis for deployment decisions.