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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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🌿Suffering and Desire🦋 Buddha taught that there is suffering in this world, it is inevitable, and the root cause of suffering is mainly the desires we feel. We want something, always, and feel miserable when we don't get it. Stoicism teaches us to live in accordance with nature and to accept that suffering will manifest in different ways in our lives. #Tuesday#Day-2 #Biographies#Inspiration #lifelesson#Thought