#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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🌙🌙Eid Mubarak🌙🌙
May this Eid brings you joys unlimited,
May your wishes come true on this holy day
May Allah approve your kind deeds,forgive your disobedience and sins and ease the suffering of All individuals around the globe. Enjoy Your "Eid mubarak"
Wish From #CRYPTO FIGHT Team.
#Eid Mubarak
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#Eid celebrations are underway across #Ethiopia, with communities marking the occasion through prayers, gatherings, and acts of charity.
In #Addis_Abeba, thousands gathered at the city’s stadium and open prayer grounds early this morning, reflecting the city’s vibrant spirit of togetherness. Here are some pictures showing how Eid was celebrated in the capital. (Pic: FANA, ETV)
#Eid#Mubarak🎁to all my amazing subscribers!
May this Eid bring you peace, happiness, and countless blessings. Wishing you and your loved ones joy, good health, and prosperity.
Also, Telegram released a special Eid #gift🎁, but unfortunately, it sold out immediately!
💥Aziz do'stlar, barchangizni Arafa kuni bilan samimiy muborakbod etamiz.
✨ Sizga uzoq umr, mustahkam sog'lik, dasturxoningizga to'kin sochinlik, xonadoningizga esa fayz-baraka tilaymiz. Bayram kunlari quvonchli, baxtli va yoqimli onlarga to'la bo'lsin.
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💥Дорогие друзья, поздравляем Вас с днем Арафа.
✨ Желаем Вам крепкого здоровья, долголетия, достатка и благополучия. Пусть праздничные дни будут полны приятными моментами радости и счастья.
#Arafa#Hayit#eid#bayram#Artel