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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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Venezuelanalysis

@venanalysis · Post #2015 · 06/27/2025, 08:54 PM

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📰 NEWS | Venezuela Deploys Nationwide Task Force After Heavy Rains Cut Off Thousands and Damage Road Infrastructure Torrential rains have caused widespread flooding and landslides in the states of Mérida, Trujillo, Barinas, Portuguesa, and Táchira. The intense weather has cut off thousands of families and severely damaged road infrastructure. In response, President Nicolás Maduro activated a nationwide task force involving the armed forces, local governments, and communal organizations. Authorities reported 25 collapsed bridges—16 completely destroyed—and 370 affected homes, with a third totally lost. 🔗 Read the full report here: https://shorturl.at/oP4bE #DisasterAid#Flooding

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