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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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Addis Standard

@addisstandardeng · Post #21361 · 02/10/2026, 02:04 PM

#Federal Cassation Bench upholds desert allowance for #Metema Hospital staff; #unpaid overtime worsens hardship for health professionals in #Amhara region Health professionals working in eight government hospitals across the Amhara Region say they are facing severe social and economic hardship due to years of unpaid “desert allowances.” Despite a court ruling in favor of Metema Hospital staff, the payments have yet to be implemented. Furthermore, health workers across the Amhara region report that overtime (duty) payments have not been made for several months.... A health professional at Dabat Primary Hospital testifies to the difficulty he is facing due to delayed duty payment. He describes his situation, saying, “I can’t make ends meet from month to month. I am living on borrowed money. I am married and have a child.” https://addisstandard.com/?p=55137