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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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АРХОБОЗ. Геленджик https://vk.ru/clip-228763930_456239096?c=1 Здесь недавно открыт аэропорт по проекту бюро Studio Fuksas Максима Фуксаса и его жены Дорианы. Эти архитекторы нам в первую очередь известны свои прикольными огромными "грибами" на здании госуслуг в Тбилиси и печально знаменитыми "штанами" Саакашвили. Сам аэропорт благодаря ячеистым колонам смотрится хорошо. Штаны: https://www.archdaily.com/942607/not-ready-rhike-park-music-theatre-and-exhibition-hall-studio-fuksas?ad_medium=office_landing&ad_name=article Грибы: https://www.archdaily.com/792131/tbilisi-public-service-hall-studio-fuksas?ad_medium=office_landing&ad_name=article #fuksas#южность#аэропортгеленджик#архобоз

Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #359 · 06/10/2022, 12:01 PM

The Milan Trade Fair Rho-Pero, Italy. Salone del Mobile 2022 is taking place in Milan until June 12th. The central element of the design of the Milan Trade Fair Rho-Pero, Italy, is a glass and steel structure that runs like a giant ribbon, caressing the large and small-scale building along its path and ending into a huge crater-like vortex. The structure covers a raised walkway, flanked either side by eight giant exhibition halls. Nestling between them are a variety of smaller structures containing bars, restaurants and shops. Architecture: Fucsas Photos: Ramon Prat #fuksas#fuksasarchitects#arch_shovel#architecture#milano#milan#italy#trade#fair#design#architecturephotography