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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 #21195 · 01/26/2026, 02:03 PM

News: #Sudan says RSF, SPLM-N attack Blue Nile region from #South_Sudan The Rapid Support Forces (#RSF) and the Sudan People’s Liberation Movement–North (#SPLM-N) launched a large-scale attack on Sudan’s #Blue_Nile region from South Sudanese territory on Sunday, Sudan Tribune reported, citing Sudanese government sources. The attack in Sudan’s Blue Nile region, a direct neighbor to #Ethiopia, targeted Al-Sillik, #Milkan, and other locations in Bau County, with the army’s 4th Infantry Division reportedly engaged in fierce battles to repel what officials described as “foreign aggression,” Sudan Tribune reports indicate, as sources told it. A senior government official accused South Sudan of allowing its territory to be used for training and receiving military equipment for the attacking forces. Widespread civilian displacement toward safer areas within Bau has occurred, the official said. Read more: https://addisstandard.com/?p=54772