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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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Nazira Inoyatova

@inoyatovanazira · Post #1300 · 11/22/2025, 06:01 AM

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Havo so‘nggi kunlarda sezilarli darajada og‘irlashdi. ❗️ Raqamlar endi faqat statistika emas, hammamiz nafas olayotgan havo. Shu bois shu kunlarda hushyor boʼlib, ochiq havodagi faoliyatingizni imkon qadar qisqartirishingizni, tashqariga chiqqanda niqob taqishingizni tavsiya etamiz. @avtoradio.uz — nafaqat musiqa, balki hammamiz uchun umum masalalar muhokama etiladigan, yechim sari intiladigan manzil. Jamiyat sifatida har dam bir bo‘lsak, natija albatta bo‘ladi. 🌿 #ToshkentHavosi#AvtoRadio#HavoIfoslanishi#AtrofMuhit#HavoSifatiniSaqlaymiz#Ekologiya#SoglomHayot#Chang#Smog#ToshkentBugun#HammaBirga

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102tv

@avtoradio102tv · Post #103 · 11/22/2025, 06:01 AM

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#toshkenthavosi #avtoradio #havoifoslanishi #atrofmuhit #havosifatinisaqlaymiz #ekologiya #soglomhayot #chang #smog #toshkentbugun #hammabirga