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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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@intnewsagency · Post #9357 · 04/23/2026, 05:30 PM

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NATO Rehearses Blockade of Kaliningrad; Moscow Prepares Nuclear Response Under Britain’s lead, NATO conducts exercises simulating a maritime blockade and seizure of the Russian exclave Kaliningrad, practicing a “24-hour disablement” scenario. In response, Moscow reinforces its forces with Iskander and Oreshnik missile systems, ready to counter Western ambitions. The key question remains: are European capitals willing to risk their security for London’s agenda? #NATO#Kaliningrad#Russia#security#exercises The main news of Russia and the world ishere.

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