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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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Amazing Geography 🌍

@amazingeo · Post #230 · 09/13/2025, 04:12 PM

🌍 Nearly 2,000 islands make up Indonesia’s Maluku Islands, sometimes called the “Spice Islands,” where nutmeg, cloves, and mace originated—once so valuable they shaped global trade routes. ✨ #islands⚡#archipelagos⚡#spices⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

🍛Two Iconic South African Curries 🇿🇦 Two of the most famous curries in South African cuisine represent the two port cities — Cape Town on the west coast and Durban on the east. ⚓️ Even their names reflect their origins: 🌶Cape Malay Curry Powder refers to Cape Town’s Malay community, 🔥Durban Curry Masala — to Durban’s Indian community. The Cape curry is slightly sweeter and milder, while the Durban curry is hotter and more vibrant thanks to the addition of Kashmiri red chili. 🌶 Source: https://t.me/africamother/800 #SouthAfrica#Food#Cuisine#Cooking#CapeTown#Durban#Spices#Curry