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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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Офис Почётного консула ЮАР в Екатеринбурге // Office of Honorary Consul of South Africa in Yekaterinburg

@sarconsulurals · Post #2293 · 07/09/2025, 05:17 AM

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🏙The John Ross House in Durban is a 33-storey skyscraper on the iconic Victoria Embankment. Named after John Ross (real name: Charles Rawden Maclean), who at just 15 years old walked 600 km (370 mi) from Port Natal to Delagoa Bay and back — to bring medicine and supplies to the crew of a shipwrecked vessel. It happened in1825. ⛵️ 🗿 A statue of him stands outside the building. 🍽 At the top of the tower is the Roma Revolving Restaurant, offering panoramic views of Durban. 🏢 The building stands 109 meters (358 ft) tall and was renovated in 2009. Today, it serves both residential and commercial purposes. #Durban#SouthAfrica#Architecture#History#JohnRoss#Landmarks#VictoriaEmbankment#Skyscrapers#RomaRestaurant#Africa

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