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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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Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #1039 · 07/29/2025, 03:28 PM

A multidisciplinary team of XISUI Design has created a 3D concrete-printed playground in Shandong Province, China. Named Boulder Park, a 13,000-square-metre community park in Ji’nan, combines massive boulders - a natural material symbolizing eternity - as the core design element. These boulders complement the park’s experiential and practical offerings. Stones in the shallow creek can be incorporated into the water play installation, and boulders set over a sandpit can be used as climbing and resting play structures. Additionally, cutting-edge 3D-printed concrete technology is used to build a huge rock cave adventure area. Images 1-2-3-4-5 📸 Zhou Sheng. Image 6 📸 Hu Yihao. #design#playgrounddesign#park#urban#3dprinting#3dprintingconcrete#china