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Source channel @githubtrending · Post #15539 · Mar 5

#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL

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@trackawesomelist · Post #4260 · 06/14/2022, 05:25 AM

SNMP - A protocol for collecting, modifying, and organizing information about managed devices on IP networks. #Awesome

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@trackawesomelist · Post #4130 · 06/03/2022, 09:25 AM

Zig - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software. #Awesome

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@tg_infosec · Post #4105 · 03/18/2026, 04:12 PM

• Большая и полезная подборка AI-инструментов с открытым исходным кодом для кибербезопасников. Ниже обозначены категории, в каждой из которых множество полезных инструментов с кратким описанием: - Tools: ➡Integrated; ➡Audit; ➡Reconnaissance; ➡Offensive; ➡Detecting; ➡Preventing; ➡Social Engineering; ➡Reverse Engineering; ➡Investigation; ➡Fix; ➡Assessment. - Cases: ➡Experimental; ➡Academic; ➡Blogs; ➡Fun. - GPT Security: ➡Standard; ➡Bypass Security Policy; ➡Bug Bounty; ➡Crack; ➡Plugin Security. #AI#Awesome#ИБ

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