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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 #21702 · 03/13/2026, 09:38 AM

#Sudan army says it seized two areas in #Blue_Nile region The Sudanese army said on Thursday it had seized control of two areas in the Blue Nile region, marking a significant advance in the #southeastern province where fighting has escalated since January. The 4th Infantry Division, the army’s primary command in the region, said in a statement that its troops and allied forces “cleared” #Jort East and the #Ballamo camp following decisive battles against paramilitary and rebel groups. The southern and western sectors of the Blue Nile province have seen a surge in violence this year. The army is currently engaged in a conflict against an alliance of the Rapid Support Forces (#RSF) and the Sudan People’s Liberation Movement-North (#SPLM-N) led by Joseph Touka. Military officials stated the operation was part of a broader campaign to secure strategic locations in the southern sector. https://sudantribune.com/article/311706