GitHub confirmed attackers stole 3,800 internal repositories via a poisoned VS Code extension. The same threat group, TeamPCP, simultaneously compromised Microsoft's durabletask Python ...

A failure mode that happens silently in almost every production RAG system: The user asks a question. The retrieved documents are 80% of the answer. The model fills the remaining 20% by confabulating ...

Observability startup Raindrop AI’s new open source, MIT Licensed "Workshop" tool, launched today, gives developers something that they've likely wanted, perhaps subconsciously, since the agentic AI ...

Vulnerabilities in popular AI and ML Python libraries used in Hugging Face models with tens of millions of downloads allow remote attackers to hide malicious code in metadata. The code then executes ...

When you're building GenAI applications, the real challenge isn’t writing prompts, it’s making sure your system behaves consistently every time it runs. That’s exactly where evaluation (Evals) comes ...

我们以 GPTQ w4a16g128 量化 Qwen/Qwen3-4B-Instruct-2507 模型为例，其他量化方法（AWQ等）请参考 llm-compressor 文档。 # 生成校准数据集，使用中英文高质量 SFT 数据 python calib_data.py # 进行 GPTQ 量化 python qwen3_dense_instruct_w4a16.py # 逐层量化，大约需要 ...

📣 Introducing Red-Eval to evaluate the safety of the LLMs using several jailbreaking prompts. With Red-Eval one could jailbreak/red-team GPT-4 with a 65.1% attack success rate and ChatGPT could be ...

This repository contains the code for the paper, EVAL: Explainable Video Anomaly Localization by Ashish Singh, Michael Jones and Erik Learned-Miller. We develop a novel framework for single-scene ...

Abstract: Embedding hardware design frameworks within Python is a promising technique to improve the productivity of hardware engineers. At the same time, there is significant interest in using ...

在Python编程中，动态类型系统允许我们在运行时动态地定义和操作变量。Python提供了两个强大的内置函数eval和exec，它们允许我们在程序运行时动态地执行Python代码。这两个函数虽然功能强大，但也需要谨慎使用，以避免潜在的安全风险。本文将详细介绍eval和exec ...