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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
Search: #megacities
@amazingeo · Post #290 · 09/24/2025, 12:31 PM
🌍 Mexico City is slowly sinking—some parts drop as much as 30 centimeters per year. Built on a former lakebed, the city’s ground compacts as water is pumped out from underground. ✨ #urbanization⚡#subsidence⚡#megacities⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #114 · 08/25/2025, 01:12 PM
🌍 The city of Lagos, Nigeria, is predicted to become the world’s most populous city by 2100. Rapid urban growth could bring its population over 80 million, surpassing today’s largest cities. ✨ #population⚡#growth⚡#megacities⚡#urbanization⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍