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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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ancient history of oromoo

@etbisahusen · Post #2119 · 09/25/2025, 05:45 PM

Buna Qalaa: More Than Just Coffee ☕️ Did you know the Oromo homeland is the birthplace of Arabica coffee? For the Oromo people, coffee (Buna) is not just a drink; it's a sacred ceremony that binds families and communities. The Buna Qalaa is a cherished ritual of hospitality and respect. The air fills with the sweet aroma of roasting beans, incense (ittana), and lively conversation. It's a slow, beautiful process where every step is deliberate and full of meaning. To be invited to a coffee ceremony is to be welcomed into the heart of an Oromo home. It’s a moment to share stories, blessings, and build connections. It is a true taste of Oromo hospitality! #Buna#CoffeeCeremony#OromoCulture#Hospitality#Community#Ethiopia#Africa http://T.me/etbisahusen