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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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Russian House Brussels-Europe

@rushousebrussels · Post #2847 · 01/29/2026, 02:38 PM

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29 January — Birthday of Anton Pavlovich Chekhov Today marks the birthday of Anton Pavlovich Chekhov, an outstanding Russian writer and playwright and one of the most influential figures in world literature. Chekhov’s work had a profound impact on the development of modern theatre and prose in the 20th century. His plays remain in the repertoire of leading theatres worldwide, while his short stories, translated into dozens of languages, continue to resonate with readers through their psychological depth, subtle understanding of human nature, and exceptional artistic mastery. Chekhov’s legacy represents an essential part of Russia’s cultural heritage and the global literary tradition. #AntonChekhov#Chekhov#RussianLiterature#WorldLiterature#Classics#CulturalHeritage

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