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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 #746 · 10/15/2022, 07:50 PM

B U B B L E H O U S E / Cheng Dong. A coherent city / Sangu Design The Human Condition by Hannah Arendt says that world is like a table that brings people together and separates people from each other. People yearn to see each other in the city; they call for a new connection which is beyond age, experience, boundaries, it also can transcend personal loneliness and urban barriers. . When the architect design and construct from the perspective of the user, they therefore are willing to respect the vitality of the building and rationally make use of the existing rules and conditions to practice the possibility of the local urban lifestyle. #facade#elevation#interior#urbanplan#geometricarchitecture#glassfacade#interiordesign#composition#modulararchitecture#building#arch_shovel