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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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UTYCARGO Uzbekistan

@utycargo · Post #409 · 05/21/2025, 07:52 AM

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📦 Tyanjin – Toshkent yo‘nalishidagi birinchi poyezd jo‘nab ketdi! 🚉 Xitoyning eng yirik va zamonaviy portlaridan biri — Tyanjin porti endi Markaziy Osiyoga temiryo‘l orqali bog‘landi! 🌍 Port 180 ta mamlakatdagi 400 dan ortiq portlar bilan savdo aloqalariga ega. 🔻Yangi temiryo‘l yo‘lagi: ✅ Masofani 800 km ga qisqartiradi ✅ Yuk yetkazish muddatini kamaytiradi ✅ Transport xarajatlarini pasaytiradi 📈 Bu yangi yo‘nalish eksport-import imkoniyatlarini kengaytirib, xalqaro kompaniyalar uchun yanada jozibador bo‘ladi. 🚂 Tyanjin – Toshkent: yangi logistika arteriyasi ochildi! #Tyanjin#Toshkent#Temiryo‘l #Logistika#Xitoy#MarkaziyOsiyohttps://t.me/utycargo utycargo.uz 📱facebook /📱x.com /📱web sayt/📱linkedin.com/📱instagram

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