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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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Украина 2022. Итоги.

@WarUAPravda · Post #1269 · 05/15/2026, 05:40 AM

🇷🇺 Подбитая/Уничтоженная бронетехника ВС РФ в селе Александровка Херсонская Область На фото : 2 Т-90А/М, 4 БМП-3, 3 Тигр-М 🇬🇧 Damaged/Destroyed armored vehicles of the Russian Armed Forces in the village of Oleksandrivka, Kherson Oblast. Pictured: 2 T-90A/M, 4 BMP-3, 3 Tigr-M #потеривсрф#всрф#херсонскаяобласть #srflosses#vsrf#khersonregion @WarUAPravda

Украина 2022. Итоги.

@WarUAPravda · Post #987 · 04/20/2026, 04:46 PM

🇷🇺 Подбитая/Брошенная/Уничтоженная бронетехника ВС РФ под селом Русанов на киевском направлении На фото : 2 Захваченых БМП-2, 5 Подбитых/Уничтоженных БМП-2,3 Т-72Б3, 1 МТ-ЛБ 🇬🇧 Damaged/Abandoned/Destroyed Russian Armed Forces armored vehicles near the village of Rusanov on the Kyiv front. Pictured: 2 captured BMP-2s, 5 damaged/destroyed BMP-2s, 3 T-72B3s, 1 MT-LB #потеривсрф#киевскоенаправление#бронетехника#трофеи#всрф #srflosses#kyivdirection#armoredvehicles#trophies#vsrf @WarUAPravda