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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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KIUT | Namangan rasmiy

@kiut_nm · Post #5478 · 02/19/2026, 07:12 AM

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KIND HEARTS JAMOSIDA MOVIE TIME 🎬 Kecha shunchaki film ko‘rmadik — birga kuldik, o‘yladik va ilhomlandik. “Kind Hearts” jamoasi bilan o‘tgan uchrashuvimiz haqiqatan ham unutilmas bo‘ldi. Samimiy muhit, ochiq suhbatlar, qiziqarli fikrlar va albatta, ko‘plab chiroyli suratlar 📸✨ Eng quvonarlisi — ishtirokchilarning faol ishtiroki va chuqur fikrlari bo‘ldi. Eng mazmunli fikr bildirganlar esa maxsus sovg‘alar bilan taqdirlandilar. 🎁👏 Bunday uchrashuvlar bizni bir-birimizga yanada yaqinlashtiradi va har safar yangi motivatsiya beradi. Siz ham bizning volontyorlarimiz safimizda bo‘lishni istasangiz @your_moh1ga yozing #KindHearts#KIUTNamangan#StudentLife#TogetherWeGrow

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