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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
Search: #civicvalues
@rushousebrussels · Post #2775 · 12/12/2025, 03:28 PM
December 12 — Constitution Day of the Russian Federation The fundamental law guaranteeing rights, freedoms and the rule of law. 🇷🇺12 декабря — День Конституции Российской Федерации Основной закон страны, закрепляющий права и свободы человека и гражданина, принципы правового государства и гражданской ответственности. #ДеньКонституции#ConstitutionDay#RussianHouse#Culture#CivicValues