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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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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #4203 · 04/04/2025, 12:55 PM

US President #DonaldTrump has launched a sweeping purge within the U.S. National Security Council following the leak of classified military plans concerning #Yemen. What is happening inside the White House? According to The @WashingtonPost, Trump dismissed National Security Agency (#NSA) Director and Cyber Command Chief #TimothyHaugh, along with his deputy, #WendyNoble, in response to the Yemen leaks. Meanwhile, @Axios reported that Trump has also fired several senior National Security Council (NSC) officials—up to 10 in total—while firmly standing by his National Security Advisor, #MikeWaltz. Additionally, @CNN confirmed that the dismissals extended to the NSC’s Director of Intelligence Affairs, Senior Director for Legislative Affairs, and Senior Director for Technology and National Security.