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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 #21870 · 03/28/2026, 07:08 AM

News: #UN warns escalating hostilities along #Sudan’s borders, including with #Ethiopia, threaten civilians and disrupt aid operations Escalating hostilities along Sudan’s borders, including with Ethiopia, are endangering civilians and disrupting humanitarian operations, the United Nations has warned. According to a report by Xinhua, citing the UN Office for the Coordination of Humanitarian Affairs (#OCHA), recent clashes near Sudan’s frontiers with Ethiopia and #Chad have resulted in civilian casualties and forced displacement. In #Blue_Nile State, violence near the Ethiopian border has restricted access to key regions including #Kurmuk, #Sali, and #Dindraw, south of the state capital, #Ed_Damazine. Civilians have reportedly fled toward Ed Damazine and across the border into Ethiopia in search of safety. Sudanese officials have accused Ethiopia of facilitating operations by the paramilitary Rapid Support Forces (#RSF) and allied groups—an allegation....... Read more: https://addisstandard.com/?p=56160