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Source channel @githubtrending · Post #15539 · Mar 5

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#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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Сhilonzor tumani hokimligi Matbuot xizmati

@Chilonzor_tuman_hokimligi · Post #80357 · 02/16/2026, 10:10 AM

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#AholiniRo‘yxatgaOlish #IkkinchiBosqich #3_Charx_Kamolon "3-Charx Kamolon" mahallasi yetiligi tomonidan xatlov jarayonlari jadal olib borilmoqda. Shuningndek, MFY raisi Abduqodir Sattorov ham xonadonma-xonadon yurib, mahalladoshlarini ro‘yxatga olish ishlarida faol ishtirok etmoqda va aholiga ro‘yxatdan o‘tish kelajak uchun muhim ekanligi bo‘yicha aholiga tushuntirish-targ‘ibot ishlarini olib bormoqda. 🔵@Chilonzor_tumani_hokimligi

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Сhilonzor tumani hokimligi Matbuot xizmati

@Chilonzor_tuman_hokimligi · Post #80350 · 02/16/2026, 07:59 AM

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#AholiniRo‘yxatgaOlish #Chilonzor #IkkinchiBosqich #MFYЕttiligi Chilonzor tumanida aholini ro‘yxatga olish jarayonlarining ikkinchi bosqichi jadallik bilan davom etmoqda. Ushbu muhim davlat tadbirida faol ishtirok etayotgan, o‘z hududida ishlarni namunali tarzda tashkil etgan MFY yettiliklariga tuman hokimligi o‘zining samimiy minnatdorchiligini bildiradi. Sizlarning mas’uliyat, tashabbuskorlik va fidoyilik bilan olib borayotgan sa’y-harakatlaringiz ushbu jarayonning sifatli va o‘z vaqtida amalga oshirilishida muhim ahamiyat kasb etmoqda. Shu bilan birga, barcha mahallalarimizda aholini ro‘yxatga olish ishlarini yanada jadallashtirish, mavjud imkoniyat va kuchlarni to‘liq safarbar etgan holda jarayonni belgilangan muddatlarda muvaffaqiyatli yakunlashga chaqiramiz. ⬅️⬅️⬅️ Birgalikdagi sa’y-harakatlarimiz orqali ushbu muhim tadbirni yuqori saviyada tashkil etib, tumanimizda namunaviy natijalarga erishamiz, deb ishonamiz. 👉👉👉 Videoxabarlarimizda jarayondar #FidoyiJamoa#Mas’uliyatVaNatija #JadalIshlar 🔵@Chilonzor_tumani_hokimligi

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#aholiniro#chilonzor#ikkinchibosqich#mfyеttiligi#fidoyijamoa#mas#jadalishlar