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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 #221 · 09/12/2025, 03:12 AM

🌍 Daylight saving time isn't used worldwide; many countries near the Equator never change their clocks because daylight hours barely vary throughout the year. ✨ #timezones⚡#daylight⚡#equator⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #379 · 10/16/2025, 03:31 PM

🌍 Central Australia uses a rare time zone offset of UTC+9:30. This half-hour difference was chosen to better match daylight with daily activities across vast, sparsely populated regions. ✨ #timezone⚡#Australia⚡#daylight⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​